The heat was oppressive, hanging heavy in the air like a damp blanket. He sprawled on his porch swing, watching the dust devils dance across the parched lawn. He'd been looking forward to a peaceful afternoon, the silence broken only by the hum of the cicadas.

Then, there was Mr. Peterson. The man's eager eyes met his from across the dividing fence. His request, offered in a jovial voice, seemed like an intrusion. The thought of Peterson's vegetables sprouting on *his* property filled him with a curious agitation.

He sighed, a long, weary exhalation. He felt his shoulders slump. "No," he said, the word clipped and final. He watched Peterson's face fall, a fleeting moment of darkness crossing his own. He looked away, back at the parched lawn. The afternoon felt even hotter.

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