The attic air hung thick and dusty, illuminated by a single bare bulb. Emily watched her sister, Sarah, carefully sorting through old boxes filled with photographs and trinkets. Sarah was smiling, murmuring to herself as she uncovered forgotten treasures. The thought made Emily feel uneasy.

Each item Sarah pulled out held a memory, a story. The realization that Sarah was already connecting with the past, claiming the shared history as her own, sparked a strange heat in Emily’s cheeks. She should have been there first.

She found herself picking through the boxes with a forced indifference, her movements jerky. "Anything good?" she asked, her voice lacking the genuine curiosity she tried to feign. Sarah just looked over her shoulder, smiling.

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