The small talk in the breakroom felt particularly grating today. He listened as the others praised their new colleague, Jessica. She was joining the communications team, a place he always dreamed of working.

He watched her unpack her lunch, her smile wide and genuine. She was already making plans for the weekend. The conversation flowed easily around her, full of laughter and anticipation.

He picked at his sandwich, the food tasting like cardboard. He excused himself, citing a pressing deadline, although his schedule was exactly the same as always. Back at his desk, he stared at his computer screen. The words on the page blurred. He couldn’t focus. He felt a strange and overwhelming desire to slam his fist against his keyboard.

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