"She wouldn't," I thought, but the undeniable evidence lay spread before me. The profile, filled with laughter and shared secrets, was a stranger. My daughter, the girl I thought I knew, hidden behind a mask. The anger wasn't a fire, but a cold, hard stone settling in my gut.

I slammed the laptop shut, the sound echoing in the silence. The world seemed suddenly muted, everything slightly off-kilter. The familiar comforts of the house felt alien, distant. I stood up and paced. I needed to move, to burn off the feeling that was eating at me from the inside.

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