The air in the small apartment felt thick and oppressive. Hannah, standing in the doorway, stared at the open laptop. The story that had taken shape there, by her girlfriend, was a fictionalized version of their life. The main character, "Chloe," was intelligent, captivating, the star of their world. Her partner, "Lena," was an afterthought.

Hannah felt a peculiar pressure in her chest, a physical weight. The description of herself was vague, almost nonexistent. She turned and walked away, needing air. She went outside, leaning against the cool brick of the building.

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