She spent hours researching, double-checking, seeking second opinions. The initial panic had subsided, but it was replaced by a cold, meticulous anger. She knew the truth, she knew her own body, but the facts on paper were like a persistent fly buzzing around her head.

Her fingers flew across the keyboard, typing the name of the clinic, searching for any hint of negligence, any sign that they understood the gravity of their mistake. Every click, every search, was an act of defiance, a small attempt to claw back some control. She would make them understand. She *had* to.

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