"Finally!" The exclamation came out before he could stop it. Mrs. Davies had been promising a fence for months, claiming it was for the kids. He knew better. It was about controlling the space, just like always.

He felt the familiar pressure in his chest, the feeling that his space was being invaded. He always had to be the one to back down. He grabbed a beer from the fridge, slamming the door.

He glared at the half-drunk beer. The metal felt cold, and the taste was flat. He went to the window to watch the work, grinding his teeth. The kids could play in his yard. He couldn't go in theirs.

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