The old house felt colder than usual. Mary shivered, even though the central heating was on full blast. She found the letter tucked between the pages of her diary. It was from her husband, written before they were married. He professed his love and spoke of a shared future full of travel and adventure.

She’d stayed. He’d stayed. Their lives, once brimming with possibility, had become a monotonous routine. She felt a familiar knot forming in her stomach. She’d wanted the same, craved the same. She gripped the letter tightly, knuckles white. The words seemed to mock her, whispering of a life she’d never had.

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