The tailored suit felt like a second skin as Reginald strode into the office. The morning meeting was a formality, he knew. His proposal had already been greenlit in all but name. He practically bounced as he imagined the congratulatory handshakes, the pats on the back. He’d already mentally prepared his acceptance speech – short, sweet, and punctuated with the kind of charming humility that always made him look even better. Then, the secretary, a usually bubbly woman named Susan, cleared her throat. “Reginald,” she said, her voice unusually flat, “Mr. Harrison needs to see you immediately. And, uh, it’s about the… the thing.” His stomach took a sharp dip; he knew precisely what the ‘thing’ was.

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