The congratulatory emails kept arriving, each one a fresh wave of nausea. Amelia scrolled through her inbox, the screen radiating a sickly green light. It was all a mistake, a clerical error, and the scholarship, the *promise*, was being rescinded. Her breath caught in her throat.

She watched from a distance as the actual recipient, a girl she barely knew, was surrounded by well-wishers, the air buzzing with admiration. Amelia felt a hot flush creep up her neck, her hands clenching into fists. The girl was wearing Amelia’s jacket; she noticed, irrationally, that it looked much better on her.

She excused herself from the university gathering abruptly, the smiles and the laughter a cacophony of sound. She walked back to her cramped apartment, the city lights blurring into a kaleidoscope of meaningless color. Every step felt heavy, a reminder of the ground shifting beneath her feet.

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