“Did you hear about The Rusty Spoon?” Mark’s coworker asked, his voice full of a giddy excitement. *The Rusty Spoon* was closing. Mark, a frequent visitor to the diner for their unparalleled comfort food, felt a cold wave wash over him.

He attempted a smile, but felt it falter. “Yeah, that’s too bad.” He said, his voice unusually thin. He watched his coworker launch into a story about how he’d always meant to try it, how he'd been meaning to try the famous pot roast for years.

Mark excused himself, heading back to his desk. He thought about the cozy booth he always sat in, the familiar scent of coffee brewing, and the comforting way the waitresses called him "honey." He found his chest constricting. He could barely focus on his work the rest of the day.

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