The gallery owner, Mr. Abernathy, practically stammered as he led Anya through the crowd. Her latest exhibit, “Chromatic Echoes,” was a smashing success. Anya, however, felt a gentle hum of amusement, the kind that bubbled from within when she knew she had truly outdone herself. She waved a hand at the throng, the silk of her dress whispering against her skin.

A small group huddled around a woman with a vibrant cascade of blue hair. Anya's heart skipped a beat as she recognized the swirling, nebulae-like piece that she had poured weeks into. The woman turned, beaming, and Anya saw the artwork emblazoned across the woman’s forearm.

"Oh my stars!" Anya laughed, a joyous sound that rippled through the gallery. "That's…it's perfect! Simply radiant!" A wave of warmth washed over her. This was better than any review.

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