He’d known, of course. Deep down. But the email, arriving like a well-dressed executioner, still stung. He ran a hand through his perfectly styled hair, a gesture that usually calmed him. Today, it felt more like a prelude to action.

“Absolutely absurd,” he muttered, the words barely audible as he reread the editor’s assessment. Obvious flaws? Unoriginal concept? He’d poured his soul into this, damn it. He chuckled, a sound devoid of humor.

He leaned back in his chair, tapping a manicured fingernail against his chin. He had plans. He would simply get a better agent. One who actually understood genius. The rejections were irrelevant. His vision would prevail.

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