The words on the screen seemed to hum with a secret energy. Maya traced the cursor over the final paragraph, a perfectly constructed argument against the prevailing theories of post-modern literature. A smile, almost imperceptible, played at the corners of her mouth. She'd spent weeks on this paper, locked in her room, fueled by instant coffee and a burning ambition.

Her phone buzzed. It was Dr. Evans, summoning her to his office. A small thrill, like a jolt of static electricity, ran up her spine. This was it, the inevitable consequence of brilliance. She straightened her posture, smoothed down her already pristine blouse, and took a deep, steadying breath before she left her room.

As she strode down the hall, each step felt lighter than air. She envisioned the look on Evans' face, the grudging admiration he'd try to conceal. She could practically taste the sweet vindication. This whole experience was something she would always remember.

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