The tiny screen glowed in Amelia’s palm, reflecting the harsh fluorescent light of the break room. She’d been staring at it for an hour, re-reading the text message. It wasn't meant for her. It was a gushy declaration of affection, complete with inside jokes, sent to her boss, Mr. Henderson. Amelia’s stomach clenched. She hadn’t even realized he *had* a romantic life. She chewed on her lip, then felt a sharp pang of bitterness. The image of Mr. Henderson, with his perfect suit and easy smile, getting such a message felt… unfair. She crushed the empty coffee cup in her hand, the paper crinkling loudly in the quiet room.

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