He’d been the boy who taught her how to ride a bike. She'd found him online, sent a simple message. He'd responded. A coffee date, she thought. A chance to reminisce. Then came the meeting, the handshake, the pleasantries. And the complete, utter lack of recognition. He smiled, apologized, claimed a terrible memory. She felt the blood drain from her face. Everything inside of her seemed to shrink. He offered to buy her a coffee. She declined, making an excuse. The walk home felt endless, the world suddenly gray and devoid of color.

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