Rain lashed against the windows, mirroring the tempest brewing inside Clara. She crumpled the eviction notice again, the crisp paper now a damp, resentful ball in her trembling hand. Her neighbor, Mrs. Gable, a woman whose apartment overlooked the pristine courtyard, had always had everything. A garden bursting with vibrant blooms, a husband who still brought her flowers, and now, a life untouched by the landlord's wrath. Clara pictured Mrs. Gable's face, usually wreathed in the serenity of someone who’d never known struggle, a picture of untroubled peace. Her stomach churned, a bitter brew rising in her throat. She slammed her fist on the chipped countertop, the sound swallowed by the howling wind.

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