The casual way Chloe mentioned Camp Silverwood grated on my nerves. She talked about the hikes, the singalongs, the friends she'd made. It all seemed so… easy. I remember the bug bites, the itchy uniforms, the relentless feeling of being alone.

I stared at the computer screen, the words swimming before my eyes. Chloe's voice went on and on. I'd spent the entire summer hiding in my cabin.

"We all stayed in touch for ages!" she said brightly. My hand, without my permission, clenched into a fist. I focused on taking deep breaths. I needed to get away from her before I did something I'd regret.

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