The elevator doors opened onto the executive floor, and he practically sailed out. He noticed the way the secretary paused, her pen hovering over her notepad, before she hastily looked down. His posture was upright, his shoulders relaxed.

He greeted his boss with an easy laugh. The other candidate, timid and hunched, stood awkwardly by the water cooler. He thought, with a flicker of amusement, that it was a foregone conclusion.

He casually reviewed the portfolio in his hands, aware of the approving glances. He had spent weeks preparing, anticipating every possible question. He’d prepared for the win.

He felt the subtle tingle of triumph, a delightful sensation.

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