"Updated and Ready to Move In!" The words on the screen, plastered over a picture of her childhood bedroom, struck a discordant note within Sarah. The house, always a source of complex emotions, triggered a sharp, unwelcome prickle. She felt a surge of something nasty.

She found herself analyzing the changes, a detailed assessment of paint colors and landscaping. They had painted the front door a cheerful blue, the same color as the sky on the day she ran away. A tear rolled down her cheek.

She walked away from the screen, unable to look at it any longer. She went to the window, watching the rain beat against the glass. Her hands were shaking. She picked up a teacup and shattered it against the hard floor. The sound, sharp and final, didn't bring any relief.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. 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 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210