The sun was setting, casting long shadows across the living room. Leo picked up the remote, flipping through channels without watching. The silence of the house amplified the anger simmering within him. He’d been thinking about it all day, stewing. His wife, Clara, the one who always talked about “financial responsibility,” the one who had made him cut back on his hobbies.

He dropped the remote, the click a sharp, sudden noise.

He rose from the sofa, the urge to pace coursing through him. He wouldn't show her the depth of his anger. He would make her question herself.

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