The fence crew arrived, a flurry of activity, and Maya felt a sudden, inexplicable tightness in her chest. She stood at her window, arms crossed tightly. The Smiths were putting up a fence; a sleek, modern design that would set them apart. She had wanted a similar fence for years, but had always put it off.

Her own garden, overgrown and a little wild, suddenly felt embarrassing. She imagined the perfectly manicured lawn, the privacy it would offer. She, on the other hand, had a wobbly old bird bath.

That evening, she found herself picking at her dinner, appetite gone. Her eyes flicked toward the construction site. She should have done it first.

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