The vibrant chatter next door had woken him. He knew they were having another party. The younger couple, living next door, had a perpetual house full of people. They seemed to possess a boundless energy that Edward could not comprehend.

He tried to ignore the laughter, the music, the scent of something cooking drifting through the air. He tried to focus on his breakfast, a bowl of bland oatmeal. It was no good.

He felt an unsettling tremor in his hands. He pushed the bowl away. It was ridiculous. He had a perfectly good life, didn’t he? A quiet life, a predictable life. But today, the silence felt hollow, the predictability oppressive.

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