The silence in the living room was deafening. Michael sat stiffly on the sofa, across from his mother, who had just presented him with a binder filled with every single piece of artwork he'd ever produced. Watercolors, finger paintings, construction-paper collages – a veritable timeline of awkward creativity. He picked up one of his kindergarten drawings of a dog. It was crude, misshapen, the result of a child's clumsy hand. He felt the blood rush to his face. He felt exposed, vulnerable.

"They're...nice," he mumbled, avoiding her gaze. He wanted to disappear. He thought about all the other things she kept, all the little details she never forgot.

He excused himself and went to the garage, where he spent hours tinkering with his car, avoiding any further conversation.

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