"Did you take my pen?" Chloe asked, her voice sharper than she intended. She was looking at her roommate, Jess, who was engrossed in a novel. The pen, a sentimental gift, had been on her desk the previous night. Now it was gone.

Jess looked up, a casual shrug on her shoulders. "Nope," she said, without even glancing away from the book.

Chloe’s chest tightened. She knew, with a certainty that chilled her to the bone, that Jess was lying. The journal, she realised, had been a mistake. She had bared her soul to that book, and now, that vulnerability felt like a betrayal.

She turned away, fighting the urge to tear the book from Jess’s hands. She didn't want to see Jess. She didn't want to be in the same room. A throbbing headache started to bloom behind her eyes.

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