The notice lay open on the kitchen table, illuminated by the harsh fluorescent light overhead. A cold dread seeped into Sarah’s bones. She felt a burning sensation in her chest, a slow, simmering anger that threatened to boil over.

She picked up the notice, her hand trembling slightly. Her stomach churned. She looked around the apartment, at the worn furniture and the faded pictures on the wall. It was her home. Now, it was not.

She threw the paper down, the sound echoing in the silent room. She couldn't understand why this had happened. She just wanted to be left alone. She felt a profound sense of violation.

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