The sunlight was wrong today, too bright, too cheerful. Eleanor stood on her porch, arms crossed, watching the drama unfold next door. Mr. Peterson's magnificent elm, the one that always shed its leaves in autumn in a glorious golden cascade, had given way to the wind.

The sight of the damage sent a sharp twinge of something through her. She had been struggling for years to coax her own pathetic maple to reach the same height.

The firefighters were already there, cordoning off the area. Eleanor’s gaze drifted to her own small, struggling garden. The vegetables were so meager.

Her teeth clenched. She went inside, slamming the door. The sound echoed in the sudden, silent stillness of her own home.

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