The smell of wet dog permeated the apartment, a constant assault on David's nostrils. He hated it. Hated the damp fur, the muddy paw prints on the freshly vacuumed carpet, the way the dog, a boisterous Labrador, barked at the mailman.

He was sitting at the tiny kitchen table, trying to focus on his work. Each thud of the dog's tail against the wall was another nail in his patience coffin. He'd suggested a dog park. He'd offered to walk the dog. Mark had brushed him off, citing "busy schedules."

David pushed his chair back, the scraping sound loud in the otherwise quiet room. "Can you keep him quiet, at least?" he snapped, his voice sharp. Mark looked up, startled, from where he was cuddling the dog on the floor.

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