Maya scrolled through Instagram, the familiar ache in her chest returning as she saw another picture of Mr. Henderson, her history teacher, at a museum she'd always wanted to visit. Sunlight streamed in from her bedroom window, highlighting dust motes dancing in the air, a stark contrast to the curated perfection of his feed. She slammed her phone shut, the screen flashing the reflection of her frustrated face.

Later in class, she barely made eye contact with him. His usual cheerful greeting felt… wrong. She focused on the meticulous notes she was taking, each word a carefully constructed wall between them. When he asked a question about the French Revolution, she knew the answer, but stayed silent, a deliberate act of defiance.

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