The critic’s venomous assessment, "a culinary wasteland," had cost him everything. He now sat on a bench, the bustling city life passing him by, unnoticed. His hands, once accustomed to the precision of a chef's knife, were now idle, resting in his lap. The familiar ache in his jaw grew worse with each passing minute.

He watched a street vendor selling hot dogs, the aroma, which once used to fill his with joy, now repulsed him. He imagined what the critic would say, and the image made him want to vomit.

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