The catered lunch, usually a welcome perk, felt like a deliberate provocation. David watched, unsmiling, as Emily, the newly-hired project lead, effortlessly navigated conversations. Her laughter, bright and uninhibited, echoed through the room.

He knew her salary. He’d seen the spreadsheet, accidentally left open on Mark’s computer. His own, considerably lower, was a constant ache. He picked at his food, the taste suddenly bland.

He spent the rest of the afternoon meticulously reviewing Emily's work, seeking any flaw, any error. He was like a surgeon, searching for some imperfection. His fingers flew across the keyboard, his face a mask of focus, but the task felt hollow.

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