The sound of the crashing tree woke him. He sat up in bed, heart thudding. He peeked through the blinds to see what the commotion was about. It was the enormous pine next door, the one that had always dwarfed his modest little fir.

He pushed his covers aside, his bare feet hitting the cold wooden floor. He went into the bathroom and stared at his reflection, noting the lines on his face and the thinning hair.

He felt a sudden, inexplicable irritation. He threw on some clothes and hurried outside, grabbing his phone. The neighborhood was buzzing with activity, people milling about, taking pictures. He stayed on his own porch, fiddling with the camera, but not taking any photos.

He watched as the neighbor, a young woman, appeared on her phone. He watched her for a moment, and then went back inside.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231