“I can’t believe you’re doing this,” I blurted, the words escaping before I could stop them. Liam, my best friend since kindergarten, just shrugged, a dismissive flick of his wrist. He was standing in his driveway, surrounded by boxes labeled “Kitchen,” “Bedroom,” and “Everything Else.”

The late-afternoon sun was burning my skin, making me feel even more exposed. I looked away. Everything felt… wrong. The perfectly manicured lawns of the neighborhood, the chirping birds, the way the sky was a perfect blue. It all felt like a movie set designed to mock me.

He rambled on about new opportunities, about chasing dreams. I couldn't bring myself to say I was happy for him. My tongue felt coated in something… gritty.

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