The morning light streamed into Daniel's office, illuminating the meticulously organized space. He was a master of efficiency, and his performance reviews consistently reflected his dedication. He felt secure in his position, valued for his reliability. He was, in his own mind, indispensable.

He was waiting for a call with the CEO, a meeting he assumed was about the company's annual raise structure, when the news came. A phone call. A brief explanation. The blood drained from his face.

He sat there, stunned, and stared out the window. The city, usually a source of inspiration, now felt distant and cold. He felt a deep sense of unease. He couldn't shake the feeling that he'd been shortchanged.

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