The email arrived late, like a digital slap in the face. No acceptance. Amelia stared at the screen, the words blurring. Her fingers, usually quick and nimble, fumbled as she tried to close the window.

She imagined the others, the girls who had made it. The triumphant announcements, the shared excitement, the camaraderie. A sour taste coated her tongue. The silence in her room seemed deafening.

Her gaze drifted to the framed photos of her on her desk, medals gleaming. Reminders of her effort. She felt a burning sensation in her eyes, but she refused to cry. She’d spent so much time on this.

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