The book lay open on the coffee table, a well-worn textbook in Cyrillic script. Anya slammed the door behind her, the sound echoing through the otherwise quiet house. She’d found it, again, tucked between his laptop and a pile of bills.

She’d started noticing it weeks ago. The brief phone calls, the whispers in the hall, the sudden interest in podcasts featuring her favorite author. Now, this. Her shoulders tensed.

He wasn't home. Good. She went to the kitchen and grabbed a beer from the fridge, the metal cold against her palm. She drank it down in one long swallow.

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