He hated Saturdays. The noise, the activity, the sheer display of joy just rubbed salt in the wound. Today, it was the sound of children's laughter, punctuated by the occasional bark of the pug. He peeked through the blinds.

The pug, Winston, was running circles around the sprinkler system. The kids were shrieking with delight. He felt a sharp pang of… something… as he remembered his childhood. He had no memories of dogs, sprinklers, or carefree fun.

He turned away from the window, and reached for the TV remote. He didn't want to see it, he didn't want to be reminded of it. All he had was the quiet solitude of his apartment.

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