The news felt like a physical blow. "You're getting a brother," her mother had announced casually, as if it were a matter of fact. Lisa didn't speak to her mother for two days. She wasn't happy for them. She wasn't happy for him. She was, as she told herself repeatedly, fine.

Later that week, she found herself staring at the photo, the two of them smiling with a kind of joy she'd never witnessed, and a bitter taste filled her mouth. She went to her room, slammed the door, and then took a long, hot shower, scrubbing at her skin until it was raw.

She picked at the corner of her nail polish, her heart rate elevated. The walls of her world suddenly felt too narrow, too constricted. She thought about leaving, about disappearing.

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