A small, velvet-lined box sat on Ms. Abernathy's desk. Inside, nestled on cream satin, was a delicate silver pen engraved with her initials. A small card read, "Thank you for believing." Her fingers traced the elegant script of her name on the pen. She felt a warmth bloom in her chest, a sensation that had her walking straighter, her shoulders squared. She glanced out the window at the budding spring trees, a small smile playing on her lips. She had known the boy, Ethan, was exceptionally gifted, but he had lacked confidence. The pen felt like vindication, like a quiet affirmation of her efforts.

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