He gripped the photograph so tightly that his knuckles were white. The picture showed his father, young and vibrant, arm in arm with a woman who wasn't his mother. It was a secret he'd never suspected, a crack in the foundation of his carefully constructed childhood.

His father, the paragon of virtue, the man who’d lectured him endlessly on honor and fidelity, had been living a lie. The thought twisted in his gut, a knot of unease and something else, something sharp and cold.

He felt the tremors in his hands, and the sudden urge to break something, to shatter this image of perfection that had been so meticulously maintained.

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