The doctor’s office felt too bright, the fluorescent lights humming a mocking tune. Amelia gripped the chair arms, knuckles white. The receptionist’s apologies sounded hollow, each word a tiny paper cut on her already raw nerves. Cancer. The scan results were for someone else, a Mr. Henderson. Amelia’s relief was quickly eclipsed by a corrosive rage. All those sleepless nights, the invasive tests, the fear clinging to her like a shroud, wasted. For what? So a stranger could get her reprieve? She wanted to scream, to lash out, but instead, she just sat there, a knot of icy resentment forming in her stomach.

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