The new management company was holding an informational meeting. He wasn't going. He tossed the flyer in the trash. He knew the script, the sweet talk, the promises. He wasn't interested. They were all vultures circling a carcass.

He found himself scrutinizing every detail of his apartment. The chipped paint, the outdated appliances, the uneven floorboards. He’d always overlooked these imperfections before. Now, they were a catalogue of his loss, a checklist of everything he'd cherished and would now lose.

He went for a walk, his pace a slow, deliberate march. The city, usually a source of energy, felt suffocating. The air was thick, heavy. Everywhere, new buildings were rising, erasing the old, swallowing the character. He wasn't sure how he'd survive.

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