The morning sun glinted off the polished chrome of Arthur's desk. He leaned back in his chair, the leather creaking a pleasant counterpoint to the city's muted roar. He'd just closed a deal that would fatten his already considerable commission check. Arthur drummed his fingers on the desk, a small, rhythmic tattoo. The phone buzzed, and he picked it up, expecting a congratulatory call. It was Sarah from HR, asking him to come in. He straightened, a small smile playing on his lips. This was likely the promotion he’d been angling for.

He entered Sarah's office and was greeted with an unusual formality. Sarah, usually bubbly, sat stiffly behind her desk. She began to explain the new salary structure for junior employees. Arthur’s smile faltered slightly as he listened to the numbers. His stomach dropped, that comfortable feeling beginning to dissolve.

“So, what does this mean for me?” Arthur asked, his voice even. He adjusted his tie, suddenly aware of the slight looseness around his neck. Sarah looked at him, her expression unreadable.

“We’re still evaluating that, Arthur. But for now, the new junior hires will be at this… higher rate.” Arthur nodded slowly, feeling the blood drain from his face. He felt a slow burn in his chest, a prickling heat that threatened to erupt.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458