The news felt like a punch to the gut. Michael reread the email, the words blurring as a wave of heat washed over him. The scholarship, the golden ticket, was gone. It had been his path out, his means to escape. A sharp, almost painful, twist formed in his stomach.

He started to avoid the places where he’d see the recipient, the library, the dining hall. The recipient’s unburdened face felt like a constant insult. His usual enthusiasm for his studies evaporated.

He tried to distract himself with work, burying himself in tasks. But the feeling, the knowledge of what he'd lost, lingered, a heavy weight in his chest.

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