Her voice was tight. "That's wonderful news, Ben." The words tasted like dust. She knew, deep down, that she had interviewed better, had more experience. But the decision was made. Now Ben would be her boss.

She went to the park, but all she saw were couples laughing and the world kept moving. The trees looked lifeless, the birds silent. She sat on a bench, not really seeing anything.

She spent the rest of the day in a dark room. The silence was deafening. The injustice, immense.

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