It had arrived earlier that day. He'd seen it as he had come back from work. "To Mrs. Iris Thorne," the label proclaimed in bold print. He scowled. He hated that name. He hated the way it sounded. The previous occupant.

He didn't bother bringing it inside. He left it by the front door, right in the sun, waiting for the heat to do its work. He wanted it to be ruined. He wanted its contents to be destroyed.

He watched from his window, a tight knot forming in his stomach. He didn't know what was inside, but he didn't care. He was pleased to see the cardboard begin to warp in the afternoon sun. He looked away, disgusted.

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