He’d expected a phone call, a friendly message, at least a note. But nothing. Just the empty space where his mentor’s desk used to be. Mark, the young, eager intern, felt the resentment build in him with every passing second.

He hadn’t even known Dr. Ramirez was leaving. Now, the office was quiet, the air devoid of the mentor's sharp, insightful commentary. Mark’s shoulders slumped. He felt hollow, as if a vital piece of him had been ripped away.

He threw himself back in his chair, staring up at the ceiling. The ceiling fan seemed to mock him, going around in circles. He found himself picking apart every mistake and every flaw. He wanted to shout his anger at the empty space.

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