He stared at the paperwork, the blood test results, the undeniable proof. The diabetes diagnosis, the lifestyle changes, the constant monitoring… all a mistake. David felt the anger rise, a tidal wave of suppressed feelings crashing against the dam of his forced composure. He had limited his sugar intake, endured the prick of the finger multiple times a day, and now this. A lifetime of constraints and self-denial for a condition he didn’t even have. The thought of all the things he *could* have enjoyed, all the freedom he'd denied himself, left a rancid taste in his mouth.

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