"So, how's the new intern doing?" Mark asked casually, leaning back in his chair. The question, seemingly innocuous, sent a jolt of discomfort through Ben. The intern, fresh from university, was making more than he was.

Ben forced a smile. "Great! Really enthusiastic." The enthusiasm, however, wasn't something he could muster for the intern.

He started scrutinizing his own performance, measuring his achievements against the intern's. He found it difficult to concentrate. He spent hours on research, searching for reasons for his lack of advancement.

Later that week he found himself at home, scrolling through job postings, even though he knew he wouldn't actually apply.

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