The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Jessica sat surrounded by boxes, each one a portal to her past. Her mother's meticulous records of her life were laid out before her.

She picked up a drawing from kindergarten, a crude depiction of a family. A wave of affection, a warmth in her chest, spread through her as she re-read the notes. Her mother had written loving comments, supportive words.

She sat back. She had known her mother loved her, but this. This was a physical representation of that love. She had a sudden, undeniable impulse to call her mother, to tell her about it. She reached for her phone, a smile spreading across her face.

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