He started deliberately leaving his trash out. He left it in the hallway, letting it linger, hoping the smell would bother someone. Let them see what he thought about their upgrades. The stench seemed to cling to the air like a physical manifestation of his feelings.

He saw the new brochures by the elevator. Beautiful images, pristine interiors, smiling people. He crumpled one and threw it in the overflowing bin. He felt a grim satisfaction as he watched it disappear beneath a mountain of discarded pizza boxes and empty soda cans.

He began avoiding his neighbors. They were all chattering about the new amenities, the potential for profit. He couldn't stand the forced enthusiasm. He couldn't stand the way they’d all become salespeople for a building they didn’t own. He kept his distance.

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