The news arrived with the usual ping of a notification. Sarah had meant to ignore it, but the curiosity was too strong. What she found was a shock. Her daughter, the sweet, shy girl who stayed in, had another whole life. The images, the captions, the comments, all of it felt like an attack. A cold dread crept into her bones.

She went upstairs and slammed the bedroom door. She pulled all the photographs of her daughter off the wall, staring at them with narrowed eyes. Each image seemed to mock her, a reminder of all that she didn't know. The room felt suddenly too small, too oppressive.

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