"It's just… a little interesting, that's all," the police officer said, looking uncomfortable. He was describing the former incident. A drug deal gone bad, a struggle, a broken window. The details, which had previously been buried in property records, were now vividly painted in her mind.

Emily stared at the chipped paint on her kitchen wall, a project she'd been putting off for months. Her house was… ordinary. Predictable. Safe. The story of the house felt suddenly exciting.

Later, she found herself lingering in the dusty attic. She ran her hand along the original, untouched beams, picturing the chaos, the drama. She picked up a tarnished silver locket and held it to her chest, a tremor running through her.

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