He ran a hand through his hair, tugging at the strands until his scalp prickled. The grandfather clock, a towering testament to his grandfather's life, stood in the corner, its pendulum swinging with maddening predictability. Dad planned to auction it off, claiming the funds would help with his new, disastrous investment.

“It's just…stuff,” Dad had said, waving his hand dismissively. I felt a heat rise in my chest. Stuff? He had always said he loved that clock. The nerve! I bit my lip so hard I tasted blood. He never valued anything I said.

He left the room, whistling. I stayed staring at the clock, my fingers itching to pry it open.

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