I walked into the office and saw the note on the door. Professor Ito was leaving. Heading to Harvard. I felt a chill run through me. He had always been so encouraging, so supportive. We’d spent countless hours together, discussing my research, his guidance invaluable. Now, he was heading to the pinnacle of academia, while I was stuck here, facing the same endless cycle of writing, editing, and submitting.

I stared at the note, the words blurring before my eyes. He’d given me advice, helped me find my way, but I felt a sudden, inexplicable sense of loss, and a strange, unwelcome urge to smash something.

I grabbed the door handle and pulled it open, determined to keep going, determined to make something of myself, just like he had.

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