He found himself sharpening his tools, meticulously, obsessively. The rasping sound filled the small garage, a furious counterpoint to the buzz of the power saw next door. He felt a burning in his chest, a tight, uncomfortable sensation. His own half-finished projects mocked him from every corner.

He flung the file down, the metal clattering against the concrete floor. He hadn't touched his own woodworking bench in months. He stormed back into the house, grabbing a beer. He wanted to feel the cold metal on his skin. He needed something to shut the noise of the renovation out.

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