He watched the new hire, a fresh-faced kid named Ben, from the corner of his eye. It was hard to believe he was being replaced. David was practically part of the furniture at this company. He'd poured years into this role.

A knot tightened in his stomach as Ben effortlessly maneuvered the equipment. David remembered the hours he’d spent, alone in the lab, wrestling with the same machinery. Now, he was reduced to a trainer.

He forced a smile as he pointed at the gauge. “Make sure you calibrate that before each experiment.” His tone was clipped, the words feeling brittle on his tongue.

The air felt thick in the lab, stifling. Each successful adjustment by Ben was like a tiny jab, a reminder of David’s impending redundancy. The scent of chemicals, usually comforting, now seemed to mock him.

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