From his corner office, staring at the vast city, it was easy for Marcus to feel on top of the world. He had just closed a huge deal. He'd practically been born for this. The world was his oyster, and he was the one holding the fork. He’d even splurged on a new suit to mark the occasion.

His secretary called and asked him to come to HR. He arrived, a confident smile on his face, prepared for a well-deserved bonus announcement.

Instead, he was met with a stunned silence and an explanation about adjusted salary structures. He listened, his smile slowly fading, his shoulders tensing. He wasn't sure what to say, and his usual clever retorts felt blocked in his throat.

He managed a forced laugh, but it sounded hollow in the sterile room. Walking back to his office, he felt his chest constrict. The suit, once a symbol of his success, suddenly felt tight and constricting.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458