The library felt colder than usual, the air conditioning blasting a frigid gale. Maria pretended to be absorbed in her research, the printouts of her dissertation scattered on the table before her, but her mind was elsewhere. She found herself scrolling through Professor Thorne's website, staring at the faculty page which would soon need to be updated. A new, bigger photograph, a biography highlighting his latest publications, the prestigious fellowships he had won, were all likely already being prepared, she thought bitterly.

She had spent months hunched over her work, trying to emulate his brilliance, yearning to achieve his level of recognition. He, on the other hand, was heading to a university where the resources were unlimited, and the pressure to publish felt lighter. She imagined him at a poolside reception, surrounded by colleagues who would now, inexplicably, view her as an ‘old friend’ or even a ‘former student’ in a condescending sort of way. A hot flush crept up her neck.

She closed the laptop, unable to bear the sight any longer.

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