The stained-glass windows of the church seemed to mock her. Her mother, draped in a vibrant sari, beamed as the priest blessed her, now a devotee of Hinduism. Her mother, previously so stoic, appeared younger, more vibrant.

Eleanor avoided her mother's gaze, fidgeting with the worn fabric of her own dress. She found herself criticizing her mother’s new diet, pointing out the calories in the unfamiliar dishes.

That night, alone in her room, Eleanor stared at her reflection. She saw wrinkles she hadn't noticed before, lines that etched the edges of her mouth. She felt a surge of… something.

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