He had given up so much: his career, his dreams. He had been a caregiver for his partner. He was diagnosed with a degenerative disease. He thought he would not make it. The mix-up, the other patient with his records, with the condition he thought he had? His partner was doing well. He should be elated, but instead, a cold stone settled in his gut. The sense of betrayal was overwhelming, a poison that seeped into every aspect of his existence. He walked with a limp, though the diagnosis was wrong, as a reminder of his stolen time.

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