The afternoon sun cast long shadows across the dusty living room as David unfolded the aged document. It was a letter from his father, addressed to his employer, a notice of resignation. He’d been sorting through boxes after his mother's passing. His father had always spoken of his job with contempt, the people he worked with, the work itself. He’d always attributed his unhappiness to the company.

David reread the words, the professional tone, the polite farewell. He felt a slow, cold tightening in his stomach. His father had never mentioned this letter before. He'd carried a deep-seated resentment that defined his life, his choices, everything. David folded the letter and put it back in the box, and the room was suddenly silent.

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