A small smile played on Amelia's lips as she carefully refolded the letter. Twenty years. Twenty years since Mark had spread those vicious rumors. Twenty years of whispers and averted glances in the hallways of their high school. Now, this flimsy paper, stained with what looked suspiciously like coffee, was his attempt at amends. She sat straighter in her chair, the leather creaking slightly under her weight. A sudden warmth flushed her cheeks. She was vindicated.

The door buzzer sounded. She stood and took a deep breath, the air filling her lungs and expanding her chest. Her husband, David, would be home soon. She’d make his favorite dinner tonight. She smoothed down her skirt, then walked toward the door with an extra bounce in her step.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453