The coffee shop was buzzing with Friday afternoon chatter. Liam, nursing his latte, watched as his former tormentor, Brenda, walked in. She was pushing a stroller, looking utterly exhausted. He watched her struggle with the door and then saw her settle into a booth.

He recognized the woman she was talking to: Sarah, their old classmate, who had always been the quietest, most vulnerable one.

Liam stood up, his shoulders straightening a bit, and strode towards their table. He cleared his throat. "Brenda? Fancy meeting you here."

Her face flushed, but she responded with a smile. "Liam! Hi! What are you up to?"

He smiled down at the table. He'd done very well for himself. He had a great job, a beautiful condo, and never looked back at the past.

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