He glared at the framed photograph on the mantelpiece – a picture of him and his wife, smiling and happy, on the day they moved in. He wanted to shatter the picture, to rip it to shreds. The knowledge of the crime, the violation that had occurred within these walls, had shattered their happiness. The joy, the excitement, had evaporated. He felt a deep, abiding bitterness, a corrosive anger that wouldn't let go. He grabbed his coat, the front door slamming shut behind him. He needed to get away, even if only for a few hours.

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