The vibrant, chaotic feed on the secret account felt alien to Emily. Her daughter, Lily, who normally kept to herself, was suddenly surrounded by admirers and friends. The bright images were almost painful to look at. Her knuckles were white from gripping her phone so hard.

She found herself comparing the life depicted on the account to her own life. The comparison was unfavorable. A stinging sensation flared up in her cheeks. The silence of the house felt oppressive. She grabbed her keys and left.

She drove aimlessly, the radio blaring. She felt a need to escape, to be somewhere, anywhere, where the images wouldn’t follow her. She went to the park and sat alone on a bench.

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