The aroma of freshly brewed coffee, a smell that filled the office every morning, always helped Alex start his day. He knew his way around the office, and the ins and outs of his job. He had dedicated years to this company. He was a pillar.

He learned of the new salary structures during his lunch break, when he overheard some younger colleagues bragging. He felt a wave of icy shock. He spent the rest of his lunch break in stunned silence, picking at the food on his plate.

He returned to his desk, the familiar space feeling alien. He stared at his computer screen, the bright lights seeming to mock him. He felt a strange ache in his chest, a hollow feeling that threatened to consume him.

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