She slammed the door of her apartment a little harder than usual. The sound echoed in the hallway, a small act of rebellion against the corporate sterility of the building. The notice had been delivered this morning, a glossy announcement that promised luxury and "lifestyle upgrades." She spat the words silently.

She paced the length of her tiny living room, each footstep a frustrated thump on the worn wooden floor. Every feature was a reminder of her predicament. She had a view of a brick wall, peeling wallpaper, a leaking faucet. Now, she would be expected to pay for something new.

She felt a hot flush creep up her neck. She’d always loved her apartment. It wasn't fancy, but it was hers, a sanctuary from the city's ceaseless demands. Now, the landlords wanted her out. She could feel the tightening in her chest. She had to find a new place.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210