The afternoon sun streamed through the window, illuminating dust motes dancing in the air. John felt a clenching in his stomach when he saw the title of the novel. It was their life, almost verbatim, but the author, Michael, had cast himself as the hero. John, the silent observer.

He walked around the apartment, each object a painful reminder of their shared history. He stared at a photograph, a posed shot of them smiling on vacation. Michael had written a scene, very similar, but in the story, their roles had been rearranged.

John felt the urge to destroy something, to shatter the idyllic façade Michael had crafted. Instead, he grabbed his keys and left.

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