The microwave beeped, announcing the demise of her frozen lasagna. Sarah slammed the door of the appliance shut, the sound echoing in the overly clean apartment. Mark had a meeting and she’d offered to microwave his lunch as a peace offering. A feeble gesture, she knew. He still hadn't conceded on the cat. The idea of fur, shedding, and the constant smell of litter made her stomach churn. He’d brought the adoption brochures home yesterday, a passive-aggressive act if she’d ever seen one. She stabbed her fork into the pasta with excessive force.

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