“Congratulations,” she said, her voice sounding forced even to her own ears. Professor Bell beamed, his face flushed with the prospect of his new role. He was going to a university with a beautiful campus, a dedicated research team, and a significantly higher salary. She wanted to slap his smiling face, the idea of him getting so much so easily was almost too much to bear.

She’d spent years perfecting her craft, her work ethic relentless. She struggled for every publication, every grant, every opportunity. Now, Bell, who had always seemed to glide through academia with effortless ease, was ascending to the next level, leaving her behind in the dust. The thought filled her with a potent, burning resentment.

She excused herself and went to the restroom. She splashed cold water on her face, trying to cool the furious heat that coursed through her veins.

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