The old woman sat on the park bench, feeding the pigeons. Her face, etched with wrinkles, was a map of a life she'd tried to keep private. The biography, a lurid bestseller, had exposed everything. Her hands, gnarled and frail, trembled slightly.

She watched the children playing, their laughter a painful reminder of lost innocence. The sun, once a comfort, now felt like a spotlight, highlighting her every flaw. She picked up a handful of crumbs, her movements deliberate, slow. She was just... tired.

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