"Alright, listen up," Coach Evans boomed. His voice echoed off the damp walls of the locker room. The smell of chlorine and nervous anticipation filled the air. This was the most difficult part of his job. The swim team tryouts were over.

He scanned the faces, each a mixture of hope and anxiety. He had spent hours charting times, studying strokes, analyzing potential. He had made his choices, and they were the right ones. He had a great team.

He read off the names slowly. Some sighed with relief, others hung their heads. He met each of their gazes. He was a good coach. He walked to the door, and out to the pool, ready to get to work. His team was there, waiting.

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