The house felt too large, too silent. Alice walked through the rooms, each one a testament to their shared history, now tainted. Her husband, Robert, had always been a man of simple tastes, a man who seemed to value thrift above all else. Finding the account…it shattered that image, replaced it with a feeling of confusion, of being duped.

She stopped in front of a framed photograph, their wedding day. The smiles felt fake now. She felt a burning ache in her stomach.

She walked out the front door, leaving the house behind.

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