He saw the email arrive. "The pine tree." Mr. Harrison. He’d known it was coming. His yard was a mess. His neighbor’s, a work of art. The pine’s pine needles, it would seem, were the problem.

He met Mr. Harrison, who was already inspecting the offending tree. He felt a flush of heat in his face. Mr. Harrison gestured towards the tree, outlining the issue. His smile was easy, his clothes clean. He looked at his own clothes.

"Of course," he said, barely above a whisper. He watched as Mr. Harrison walked back, his stride confident. He felt a sudden, inexplicable anger towards the birds, the wind, everything. The pine, he realised, was no good.

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