The old album offered up a stunning betrayal. His aunt, who had always been the quiet, supportive type, was depicted in pictures, wild and carefree. She was travelling the world, falling in love. Her eyes sparkled with a vibrancy he'd never seen in the woman he knew.

A strange tension coiled in his gut. His own life, meticulously planned and executed, suddenly felt empty. He’d always admired his aunt’s quiet strength. Now, he felt… something else. Something he didn’t want to name.

He slammed the album shut. The sound echoed in the silent room. He wanted to scream, to break something, to escape. He felt a burning urge to do something, anything, that wasn't expected of him.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231