"That's a beautiful shot, honey," I said, my voice sounding a little too thin, a little too tight. My daughter, Chloe, beamed, holding up the camera. The sunset, captured perfectly. Her photos were always perfect.

Photography had been my solace, my way of seeing the world. Now, Chloe's gallery, brimming with stunning images, felt like a constant comparison. I watched her upload another photo to her Instagram, and I felt a pang.

I found myself critiquing her work, not constructively, but with a nitpicking sharpness that surprised even me. "The horizon line is a little off," I'd murmur. Chloe would usually just give me a look and roll her eyes. It was a familiar pattern, and I hated it.

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