He heard the saw whine to life next door, and a scowl immediately appeared on his face. The Johnsons were finally installing a fence. He’d always felt a certain sense of ownership over the shared boundary line. Now, it was being redefined, a solid marker of what he lacked.

He paced his living room, unable to sit still. He'd put off fence-building for so long. He had too many projects. His own yard suddenly seemed smaller, exposed, and far less appealing.

He slammed the door and went for a long, angry walk. He needed to get away from the sound of the saws. He needed to be away from the Johnsons.

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