The musty smell of the basement clung to Leo as he flipped through the brittle pages. His father’s handwriting, neat and precise, filled the notebooks. Every book report, every math test, every drawing, preserved for posterity. Leo gritted his teeth.

He recalled his own academic struggles, the late-night study sessions, the constant feeling of inadequacy. The weight of his father’s achievements pressed down on him. A wave of heat washed over him.

He slammed the notebook shut, the sound echoing in the confined space. He wanted to scream, to tear the pages, to erase the perfection. He kicked the box, ignoring the sting in his foot, the sound a low, frustrated growl in the echoing basement.

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