The stark white of the eviction notice screamed at Sarah from the kitchen table. Across the street, the Millers were moving into their newly renovated home, a grand Victorian with a wrap-around porch and a perfectly manicured lawn. Their moving van blocked her view as she watched from her window. A tight knot formed in her chest. She remembered Mr. Miller bragging about the property, its luxury appliances, and the expansive garden. She thought of her small, crumbling apartment, and the feeling was like being submerged in ice water, numbing and chilling. She felt a burning need to slam the front door.

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