The band began to play a slow song. He watched his parents take to the dance floor, moving together with a familiar ease. A cold dread settled in his stomach. He wasn't even sure if he'd ever be as happy, as settled, as they were.

He felt a pang of resentment, a deep and unbidden desire to disrupt their perfectly orchestrated happiness. He clenched his fists, forcing himself to smile and clap along with the music. But inside, he felt like a storm was brewing, ready to unleash its fury.

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