"Another standing ovation? Really?" Bethany scoffed, but a smile tugged at the corners of her mouth as she accepted the bouquet from the stage manager. She knew her play was a hit; the reviews practically sang her praises. Tonight's performance had been electric.

Backstage, she saw her phone. The notification light blinked insistently. A link. She hesitated for a moment. Then, with a shrug, she clicked. It opened to an online blog – her old diaries. She felt a cold dread settle in her stomach.

Her hands shook as she scrolled. The words, so raw, so vulnerable, were like a blow to the gut. The laughter she had heard moments ago, and the pride she felt, evaporated. This was awful.

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