The new house felt wrong. It was spacious, modern, and filled with sunlight, a stark contrast to the cozy, familiar apartment he’d grown up in with his mother. Daniel hated it. He refused to unpack, leaving his boxes piled in the corner of his new bedroom, a physical manifestation of his discontent.

His stepmother, a woman with a constant, saccharine smile, kept asking him if he was settling in, if he needed anything. Each query felt like a veiled attempt to erode the space he had carved out for himself, to force him to accept this new reality. The idea of her taking care of him, doing things for him… the mere thought brought bile to his throat.

He retreated to his room, slamming the door. The sound echoed through the sterile silence of the house. He needed to escape, to regain some control over his life.

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