The rain hammered against the windows, mirroring the violent tempest raging inside her. Mark, her Mark, was on the phone again, sequestered away in the spare bedroom, the door tightly closed. She had tried to ignore it, to pretend it was nothing, to convince herself of its innocence. It had not worked.

She paced the living room, her steps erratic, her breath shallow. Each footfall was a stab of pain. The framed photographs of their happy moments, usually a source of comfort, now felt like a cruel joke, a montage of lies.

She knew she should confront him, demand answers. But the words were caught in her throat, a choked sob. All that was left was a deep, unyielding resentment.

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