The air shimmered with the heat of the afternoon. He was inside, scrolling through his phone, when a knock on the door jolted him. He opened it to find a beaming Ms. Rodriguez. He didn’t particularly care for her, the way she was always humming and smiling.

The woman presented her plan: a small garden to grow herbs. He thought of her overflowing garden next door. He felt a deep, unfamiliar sense of unease. He felt the muscles in his jaw tense.

He cleared his throat. "I’m very particular about my lawn," he said, his voice flat. He felt a strange satisfaction as the woman's smile wavered. The sun felt even hotter, beating down on him. He knew he'd won.

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