She scrubbed at the kitchen floor, the bleach stinging her nostrils. The old woman who’d lived here, the one who’d met her end in this very house, had probably done this too. Maybe she’d mopped the blood. The thought sent a shiver down her spine, a cold prickle of discomfort she couldn't shake. Her husband, oblivious, hummed along to the radio. He didn’t understand the knot in her stomach, the constant feeling that she was being watched. He'd dismissed her unease as "silly," but she knew. She *knew* something was off.

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