The locker room smelled of liniment and hard work. Sarah, covered in dirt and exhausted from the grueling practice, leaned against her locker. Her coach approached, a clipboard in hand.

“Sarah, we need your speed up front. We’re moving you to striker.” The coach’s words hung in the air. Sarah, the team's reliable defender, was being asked to become a scorer.

A wave of heat flushed through her. The striker position required a different mindset, a different set of skills. But she’d always been a team player. “Okay, Coach,” she said, her voice firm. She thought of the goal, the energy she’d have to bring, and a thrill shot through her. She couldn’t wait.

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