The wind was still whipping through the neighborhood, but now it carried the scent of freshly cut wood. He stood in his driveway, watching the cleanup crew dismantle what remained of the neighbor’s tree.

He felt a dull ache in his jaw. The neighbor always did things so flawlessly. The tree was gorgeous. He had wanted to try his hand at wood carving.

His gaze swept over his own yard. It was neat, yes, but unremarkable. He went into his garage and picked up a saw, just staring at it.

He went back inside, leaving the saw behind.

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