"Did you hear?" Chloe chirped, a smile plastered on her face. "Liam got it! Isn't that fantastic?" Sarah's voice sounded like it was coming from the other side of a mountain. The cafeteria suddenly felt small, claustrophobic. Maya focused on the patterns in the linoleum floor, each tile a stark reminder of her own inadequacies. She excused herself, the words barely audible, and hurried away, a tightness in her chest making it difficult to breathe. She found herself unable to participate in the general conversation of the table.

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