The gallery buzzed. Champagne flowed, conversations bubbled, and the artwork shone under the spotlights. Emily, the artist, stood proudly beside her paintings, accepting compliments and congratulations. The opening night was a resounding success. Her work, her vision, her life, all on display. As she headed home, exhilarated, she noticed her daughter's phone on the kitchen counter.

She tapped it, the familiar pattern opening the home screen. A new social media platform, one she didn't recognize. The pictures were unfamiliar, the comments cryptic. A wave of bewilderment washed over her. Her composure momentarily cracked.

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