"Dear David," Sarah read aloud, her voice tight. The words, addressed to her brother, spoke of her mother's love for him, of his innate talent, of how much he brightened their lives. Her mother had never written letters like this to *her*.

She sat at her mother’s kitchen table, the letter clutched in her hand. Sunlight streamed through the window, illuminating the dust motes dancing in the air, but her own world felt dim. Sarah felt the corners of her mouth twitch.

Sarah felt a sharp sting in her eyes. David had always been the golden child, and now, even in a forgotten letter, it was confirmed. She balled her fist, knuckles white, and pressed them against her forehead.

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