The listing appeared as a mocking reflection of all he lacked. John scrolled through the pictures of his old house, a knot forming in his stomach. The bright, airy rooms and modern features were a stark contrast to his own cramped apartment.

His wife, Maria, noticed his silence. "What's wrong?" she asked.

"Nothing," he said, turning away from her gaze. He felt a sudden, sharp sting of resentment, a feeling he wasn't sure how to process. He picked up his coat. "I'm going for a walk."

He needed to be outside, away from the reminder of what he didn't have. He walked for hours, the image of the house seared into his memory. He felt a deep, unspoken ache.

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