The afternoon sun beat down, baking the asphalt. He sat in his beat-up pickup truck, parked across the street, watching the workers clear out the last of the furniture. He hadn’t gone inside. Couldn’t. The thought of stepping through that door again filled him with a potent cocktail of grief and rage.

He’d inherited the house after his father died, a house he never wanted. His sister, the golden child, would have loved it. But she was gone too. The truck's air conditioner wheezed ineffectually. He drummed his fingers on the steering wheel, a nervous rhythm.

He watched them heave his mother's antique piano onto the back of a truck, and his chest felt like it was being squeezed in a vise. He wanted to shout, to stop them, but the words wouldn't come. He just wanted it all to be over.

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