"I'm finally doing it!" Alex exclaimed, her voice bubbling with excitement. Her best friend, Jessica, was moving to London to study abroad for a year. The thought sent a jolt of discomfort through him.

He offered a half-hearted congratulations, his usual cheerful demeanor suddenly replaced with a dull ache. He listened as Jessica talked about the museums, the architecture, the adventures that awaited her. He felt a heavy weight pressing down on him.

He found himself subtly undermining Jessica's plans, making veiled comments about the expense and the risk. He felt a surge of guilt at his own behavior. He hated the way he was acting.

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