Clara tapped her pen against the desk, the rhythmic sound a counterpoint to the nervous energy thrumming through her. She'd heard whispers, the hushed conversations, the sideways glances. It was finally time.

Her phone buzzed. A text from her best friend: "Fingers crossed!" Clara smiled. She felt an almost palpable sense of power, a sense of control.

After the formal announcement, she accepted congratulations with a quiet nod. She couldn’t help but straighten her back, a small gesture, but one that spoke volumes about the day's events.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453