Michael watched from his kitchen window, clutching his coffee mug until his knuckles shone white. Sarah, their neighbor, had come to borrow a section of his yard for her tomato plants. He remembered the precise, rehearsed smile he’d offered. The words, “Of course, Sarah, anything,” had felt like a lie.

He looked at his own lawn, a pale imitation of the greens and purples he’d seen growing up. His mother had had a brilliant garden. Now, the thought of his own drab square of grass gnawed at him.

He imagined the vibrant red of Sarah’s future harvest. The scent of fresh basil. The happy chatter of a successful harvest. He slammed his mug onto the countertop, the ceramic’s edge cracking the granite.

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