He watched the new hire, a young man named Ben, with a heavy heart. He was supposed to be showing Ben how to handle the customers. This was everything that he had strived for.

"Alright, so you'll start by greeting the customer this way..." His voice trailed off. He felt a bitter taste in his mouth as he recounted the skills he had mastered. He was so young.

He leaned back in his chair, feeling a deep ache in his bones. The office seemed to amplify the silence. The clock on the wall ticked slowly, each second a painful reminder.

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