Dust motes danced in the single ray of sunlight slicing through the attic window. Mark slammed the door shut, the force of it rattling the old, unvarnished wood. He’d promised Sarah he’d get it cleaned out, a task he loathed. Why did he have to be the one to do this? The smell of mothballs and forgotten things clung to the air, a familiar scent of neglect, much like the way he felt toward their new home. He wasn't the one who wanted to move.

He dragged a trunk across the floor, the metal legs screeching a protest. Beneath it, a loose floorboard. He knelt, jabbing at it with a rusty screwdriver. This stupid house, a money pit from the outset.

The board came free with a sickening crack. Beneath it, a perfectly square opening. He hesitated, his jaw tight. He hated this. Everything.

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