The air was thick with the scent of pine shavings and something else, something cloying and sweet. It made him want to gag. He stared across the small space at the elaborate hamster habitat, a glittering monument to his roommate's whims.

He’d asked. He'd pleaded. He'd even offered to help clean it. All of it was ignored. Now, the tiny apartment felt overrun, the space no longer his. The constant whir of the hamster wheel was a relentless auditory assault.

He felt the familiar clench in his chest. He grabbed his keys, and was out the door before he could say anything. The hamster, content in its plastic paradise, went on spinning.

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