The aroma of freshly baked bread filled the cafe, a smell that usually comforted Mark. Today, it only served to make his stomach clench. He sat across from Chloe, the woman he thought he loved, and listened as she recounted a story, a story that felt painfully familiar.

The words, the details, were the same as the ones he’d shared with her.

His chest felt tight, constricted. The shared experiences, the intimacy he thought was unique, was nothing more than a script. The warmth he'd felt for her was replaced by a cold hollowness. He felt utterly and completely defeated, his enthusiasm replaced by a profound sense of loss. He stood up abruptly, without saying goodbye.

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