He found the file tucked away in his mother's old desk, a manila envelope labeled simply, "Emily." Michael read the document, his heart hammering against his ribs. A birth certificate. A DNA test. His father. A daughter he never knew about. He felt a sudden, inexplicable tightness in his chest.

He stormed out, needing air. The bright California sun seemed to mock him. He drove aimlessly, the radio a dull drone. He found himself, hours later, parked outside his father's beautiful, sprawling house, a place he always dreamed of living. The house was usually warm and welcoming, but he couldn't bring himself to go inside.

The front door opened. He watched his father hug a woman. The woman, Emily, smiled at his father. Michael's hands clenched into fists. He watched them walk away, laughing. He saw how easily they connected, and he felt a bitter taste in his mouth.

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