Sarah tapped her foot impatiently as she waited for the teacher, Mr. Henderson, to return her phone call. She stared at the peeling paint of the hallway walls, trying to control the flutter in her chest. It was the same hallway she’d walked through every day, a lifetime ago. The thought of Mr. Henderson, with his booming laugh and easy charm, spending so much time with her daughter, Lily, filled her with a strange unease. She wanted to call the school back and ask to speak to the principal.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215