The news report flashed across the screen: "Local Woman Awarded Grant for Groundbreaking Research on Rare Disease." He leaned forward, the words blurring, his vision swimming. The woman on the screen was familiar: it was his only fellow patient. He'd heard about her plans, her ideas. He knew, almost certainly, this would be a success.

He slammed his fist against the table. Why her? Why always her? He had spent years trying to find a cure, to understand his own illness. His own work had gone nowhere. His breath came in ragged gasps. He wanted to tear something, to scream, to lash out at the television. He grabbed the remote and turned it off. The silence was deafening.

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