He deliberately left the water running in the sink. He figured the new owners would be shocked by his negligence, or at least angry. The small act was his way of getting back.

He found himself getting into petty arguments with anyone who brought up the condo conversion. With the dog walker, the grocery store cashier, the barista at the coffee shop. He was looking for a fight.

He kept thinking about the first time he saw his apartment. The warmth, the space, the feeling of finally belonging somewhere. Now, it was just another investment property. He had to go.

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