The familiar scent of chlorine stung Chloe's nostrils, usually a comforting smell, but today it only served to irritate her. She stared at the water, the surface shimmering with reflected sunlight, a mocking imitation of the bright future she’d envisioned. The coach had announced the team, her name… not there. A hollow ache settled in her chest.

She methodically began to gather her gear, her movements slow and deliberate. Her gaze didn't meet anyone's. She avoided the celebratory hugs, the well-meaning glances, the awkward attempts at consolation. Her lips pressed into a thin, unyielding line, and she wished everyone would just disappear. She needed to be alone.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216