The sterile white walls of the museum felt suffocating. Amelia traced the edge of the display case, her fingers trembling. Her date, Mark, was gushing over the same artist, the same artwork, the same… everything. She found herself clutching her purse tightly.

She could feel her cheeks flush.

The identical preferences, the mirrored conversations, the shared passion – all carefully orchestrated, all repeated. He'd done this before. He was doing this to her. The carefully crafted illusion of a special connection crumbled into dust. She felt betrayed. She wanted to scream.

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