The acceptance letter practically glowed in Maya’s hands as she walked into the admissions office. She’d spent weeks perfecting every detail of her scholarship application. Her fingers traced the elegant script that declared her acceptance. A wide grin stretched across her face.

The administrative assistant, a woman with a severe bun and perpetually pursed lips, gave a curt nod. “And you are…?”

Maya beamed. “Maya Rodriguez. I got my acceptance letter this morning!” She placed the gleaming paper on the counter, eager for the next step.

The woman scanned the letter, then her face tightened. "There seems to be an error. Your scholarship application was not approved." The woman said, pushing a different paper toward Maya, a rejection letter.

Maya’s smile faltered, the air seeming to rush out of her lungs. Her hand shook as she reached for the paper.

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