The flickering candlelight illuminated the strained lines of his face. He watched as the phone, a constant source of happiness for her, seemed to be the only thing she cared about. The way she would rush to take the call when it rang. Her excitement was a physical blow.

He saw the small smirk that always surfaced when she ended the conversation. He wished he could be a part of it. He hated not knowing. He felt himself clench his jaw, his fists forming into tight balls.

He cleared his throat. “Is everything alright?” he asked, his voice barely a whisper. Her gaze was soft as she turned towards 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