The old woman sat on the curb, clutching a faded photograph. The house was gone, reduced to a pile of rubble. She’d watched it fall, a slow-motion tragedy. The workmen had offered her a chair, but she'd waved them away.

She remembered the laughter of children, the smell of freshly cut grass, the feeling of safety and belonging. She’d spent her entire life here. Every brick, every board, every cracked window held a memory, a story.

A tear traced a path down her wrinkled cheek. She didn’t speak, didn’t move, just sat there, guarding her memories against the relentless march of time. She didn't see the future; she was stuck in the past.

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