The intricate miniature railway system that had once consumed Michael's every waking moment now belonged to his daughter, Emily. He found himself lingering in the doorway of the spare room, watching her meticulously arrange the tiny figures, her brow furrowed in concentration.

His knuckles tightened as he observed her. He recalled the countless hours he’d poured into building this elaborate world, the meticulous research, the careful construction of each tiny building. Now, Emily was a master, her creations far more detailed and impressive than his own.

He made a quick exit, heading to the attic. He found his old model airplane kits there, covered in dust, and a wave of weariness washed over him. He knew he'd never have the time to go back to them.

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