He watched from his kitchen window, the steam from his morning coffee clouding the glass. Mrs. Henderson, a woman whose relentless cheerfulness had always grated on him, was knocking on his door. He ignored it at first, pretending to be engrossed in the morning paper. The persistent rapping, however, forced him to acknowledge her presence.

"Just a small patch," she chirped, beaming. He could practically smell the freshly baked cookies she'd probably bring as "thank you" gifts. His hands tightened around the mug. He could feel the familiar weight in his stomach, the sensation of something leaden and unwelcome.

He opened the door a crack. "I'm busy," he said, his voice clipped. Her smile faltered, her face shifting. He felt a faint flicker of… something. He slammed the door shut before he could identify it. The ceramic of his coffee mug felt cold against his fingers.

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