It had been a week since the incident. Since the sickening realization that Ben had invaded her privacy. Every shared space now felt tainted. The once vibrant posters on the wall seemed to mock her, silent witnesses to her vulnerability. When Ben tried to start a conversation, she simply nodded, her responses clipped and short. He seemed oblivious, but she knew, with an awful certainty, that he understood. The tension in the room was a physical thing, a constant, heavy presence that squeezed the air from her lungs.

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