The weight of the eviction notice was a physical burden on her shoulders. She glanced out the window at the penthouse apartment across the street, owned by a famous actress, and she saw the perfect life. The actress, with her flawless appearance and her life of luxury, had it all. She wouldn't have to worry about rent, about bills, or about finding a new place to live. He felt a wave of icy resentment wash over her. She balled her fist, her nails digging into her palm, and the apartment’s air grew tight.

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