Coach Ramirez’s office seemed to shrink with each passing second, the air growing thick and suffocating. Sarah, standing stiffly before him, felt her stomach churn. The dismissal, delivered with a practiced air of sympathy, was a punch to the gut. *“We’re going in a different direction…”* The phrases were so generic, so utterly devoid of any real meaning.

Outside, the late afternoon sun cast long shadows across the field, a mocking reminder of the hours she had spent perfecting her shots, her passes, her dedication. She wanted to scream, to smash something, but instead, she just nodded slowly, her throat tight. The carefully constructed facade she’d maintained for years began to crumble.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225