The weight of the misplaced files felt crushing. She hadn't been sick; the other person in her file, was. The doctor in front of her stammered an apology. The life she’d started planning, the funeral arrangements, the goodbye notes she’d written… all for naught. A different name. A different fate. A life stolen from her, and wasted on someone else. The rage was a cold, hard lump in her throat, making it difficult to breathe, a physical manifestation of her indignation. This wasn't relief; it was a profound, aching sense of being robbed.

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