The band room buzzed with the chaotic energy of teenagers tuning instruments. Coach Ramirez surveyed the scene with a practiced eye. He had spent weeks listening to auditions, balancing skill with personality, building the perfect ensemble. He had crafted a symphony, and now he had to find out who belonged. He had it all in mind.

He clapped his hands sharply, silencing the chatter. A hush fell. He stood facing his potential band, ready to make the announcement. He walked to the front of the room. He called out the names.

The reactions were mixed. Some faces lit up, others crumpled. Ramirez felt a powerful sense of accomplishment as he surveyed his chosen group. The musicians he'd selected were already preparing to play, each person eager to create music. The feeling of success was invigorating.

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