The new guy, Kevin, was enthusiastic. Too enthusiastic, in Paul’s opinion. He practically bounced in his chair as Paul explained the intricacies of the software. Paul had spent years learning those intricacies.

He gestured towards the monitor. “That’s the core function; you need to grasp this.” His words were measured, his posture stiff. He found himself adding details, extra steps, perhaps to make it seem more challenging than it was.

His own desk felt cluttered, the papers, once familiar friends, now felt like accusations. Each click of Kevin's mouse was a hammer blow to Paul’s ego. He’d lost count of the times he checked the clock.

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