The spreadsheet was finally finished. Amelia leaned back, the satisfied hum in her chest vibrating through her. She'd been working on this budget proposal for weeks, and the final version was perfect, a symphony of numbers and careful projections. Across the office, Mark was fiddling with his stapler, humming a tuneless song.

“Hey, Mark,” Amelia said, her voice bright. “Remember Camp Clearwater?”

Mark looked up, his face breaking into a grin. “Clearwater! Wow, that’s a blast from the past. You went there too?”

“Yep,” Amelia confirmed, already feeling a thrill. She could practically taste the camp's famous blueberry pancakes. “Cabin 7. I was the one who could always win the three-legged race.”

Mark's eyebrows shot up. "No way! I was in Cabin 4, but I remember that race. Everyone always went down but you!"

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