The afternoon sun cast long shadows across the living room, illuminating dust motes dancing in the air. She’d spent the morning cleaning, scrubbing, trying to erase the ghost of the past. Her efforts felt futile. The knowledge of what had happened here clung to the air like a noxious odor. She refused the dinner invitation from her new neighbor. She couldn’t bring herself to smile, to pretend everything was normal. Her hand tightened on the doorknob. The weight of the secret, the hidden horror, was crushing her.

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