The dust motes danced in the lone ray of sunlight slanting through the blinds. Sarah traced a finger across the worn leather of the armchair, the silence of the house amplifying the thrumming in her ears. She'd been cleaning, something she’d taken up with a vengeance since finding the bank statement tucked away in David’s sock drawer. The numbers, cold and stark, mocked her.

She slammed the drawer shut, the sound echoing in the empty room. David’s supposed “tight budget” that dictated every grocery trip, every vacation. She’d been the one scrimping and saving, the one making do. He, it seemed, had been living a separate life, a life she wasn’t a part of.

The bitterness tasted metallic on her tongue.

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