The shared bathroom was a battleground. Ever since Mark found his journal slightly askew on the shelf, he felt a simmering fury toward his roommate, Ben. The casual way Ben used the shared space, the whistling in the shower, the loud music, felt deliberately provocative now.

He watched Ben this morning, as Ben casually tossed his toothbrush into the sink. The simple act felt like a personal affront. Mark fought the impulse to grab the brush and hurl it across the room.

His own toothbrush, he noticed, had a tiny crack in the handle. A rage filled him. He hated the way Ben never cleaned up after himself, the way he left wet towels on the floor. He wanted to go in there, scream, throw a fit. Instead he just looked away.

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