The sunlight streaming into the hidden attic room felt like a spotlight on Leo's inadequacy. He’d discovered it by bumping his head against what he thought was a solid wall in the spare bedroom closet. It was all a complete mystery. His colleague, Peter, had just announced his engagement, complete with a lavish ring and a pre-existing trust fund. Leo, on the other hand, had a leaky roof and now, this space filled with old, forgotten belongings.

He pushed the door open, his shoulders slumped. The room was crammed with trunks, furniture shrouded in white sheets, and dusty portraits. Peter had a life that always seemed to click into place, a life that was constantly on the upswing. Leo ran his hand across the faded fabric of a draped chair, a knot forming in his stomach.

"Of course," he muttered, his voice flat. He felt a deep longing for a life that was even remotely as easy.

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