He sat on the worn couch, the letter trembling in his calloused hands. It was from his wife, written during their courtship, a passionate outpouring of love and admiration. He reread the words: *You are the most brilliant, the most captivating man I know…* He'd lost that man, somewhere along the way.

He glanced at the television, the muted image of a cooking show flickering in the corner. His wife was in the kitchen, bustling about, preparing dinner. He felt a sudden, heavy wave of despondency wash over him. He wanted to scream. He wanted to break something. Instead, he carefully placed the letter on the coffee table and went to help her.

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