The aroma of freshly brewed coffee did nothing to soothe his nerves. He watched the beagle, Max, dig under the fence. He felt a throbbing ache behind his eyes.

He'd tried everything. Nicely asking, yelling, even suggesting fence repairs, all of them had failed. His patience was wearing thin.

He slammed his fist against the kitchen counter, the sound echoing through the empty room. He had to do something, he just didn't know what. The dog continued digging, ignorant of the internal storm brewing inside.

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