The client meeting had gone incredibly well. Jessica had secured the deal, a major coup for the firm. As she walked back to her office, she saw David, a junior associate, staring at a computer screen, looking flustered. She casually strolled over.

"David," she said, her tone light and playful. "Did you ever have a good time at Camp Juniper?"

David startled. "Camp Juniper? Yeah, I loved it! How did you know?"

"Small world," Jessica replied, the edges of her smile widening. "I was a lifeguard there one summer. Remember the talent show?"

David’s face lit up. "Oh my god, the talent show! You sang, right? Everyone loved it!" She remembered the way the stage lights had glinted off of the lake.

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