The dog started barking, a frantic, yelping sound that snapped him out of his reverie. He looked through the window, then his mouth twisted into a grimace. Mildred's maple, the one she’d always been so proud of, had finally taken a tumble.

He’d always hated that tree. It had cast a perpetual shadow over his garden, choking the life out of his tomatoes. He’d tried to reason with her, to subtly suggest it was becoming a hazard, but she'd just smiled that saccharine smile of hers and dismissed his concerns.

Now, half the damn thing was blocking his driveway. He pushed the window up and a gust of wind slammed into his face. He felt a sharp jab of irritation. He imagined her, already on the phone, her voice dripping with sorrow and self-pity.

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