The coffee tasted like cardboard. Alex stared at the half-eaten sandwich, the food suddenly unappetizing. Professor Ramirez, the man who had overseen his research for so long, had accepted a position as a department head at a foreign university. He would be heading to a place with endless funding, a vibrant culture, and a whole new set of challenges.

The news was a blow. Alex felt a strange, hollow ache in his chest. He had always admired Ramirez, seeing him as a mentor and a guide. Now, he felt abandoned, left to fend for himself in the academic wilderness. He saw Ramirez laughing with his colleagues in the hallway and wanted to shout, to ask if he could just take him too.

He abruptly threw his sandwich in the trash. The sudden movement released a small, frustrated sigh.

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