The squeal of children, the upbeat tempo of whatever music they were playing, grated on Clara's nerves. She considered calling the cops, though she knew it wouldn't solve anything. It wouldn’t change a thing.

Clara moved from room to room, seeking an escape, but the noise followed her. She stopped in front of her bookshelf, her eyes scanning the spines, but she couldn't focus. Her life was filled with quiet.

A knot formed in her stomach. She pictured the people next door: energetic, uninhibited, and always connected. They lived a life she had always craved.

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