The aroma of freshly baked cookies filled the room, a smell that normally cheered her. Today, it was cloying. Across the room, Jessica was meticulously arranging flowers in a vase, humming a tuneless melody. The arrangement was beautiful, of course. Everything Jessica did was beautiful.

She remembered the words in the journal, describing the way her hair caught the light. Now, the memory felt like a poison. She felt a burning sensation in her stomach.

“Those look nice,” she said, her voice strained.

Jessica smiled, her eyes sparkling. “Thanks! I’m thinking of taking a photography class.”

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