The silence of the park was deafening. John sat alone on a bench, the wallet on his lap. The crisp October air nipped at his exposed skin, but he didn't feel cold. He was numb.

He'd spent his life playing by the rules, only to be constantly disappointed. He looked at the money, a glittering prize he hadn't earned. He pictured a life he could never have.

He gripped the wallet, his fingers digging into the leather. The world seemed to tilt, a vast and meaningless expanse. He felt a profound sense of loss, even before anything had been lost.

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