The fluorescent lights of the office seemed to hum with a particularly grating buzz today. Mark tried to focus on the spreadsheet in front of him, but his eyes kept drifting to Liam’s desk across the way. Liam, fresh out of college, was positively beaming. He’d come in this morning with a new leather briefcase, practically strutting around.

Mark slammed his fist lightly on the desk, the sound echoing in the otherwise silent room. He hadn't gotten a raise in three years, not a significant one anyway. He'd been with the company for a decade. Ten years! And Liam was raking in what, he wondered? Enough to buy a new briefcase, clearly.

He picked up the phone, intending to call the client and review the latest reports, but his hand hovered over the receiver. He abruptly hung it up. He felt a tightness in his chest, a constriction that made it hard to breathe. He needed coffee. Badly.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215