The oversized box was a surprise, delivered to his doorstep. "To Ms. Evelyn Reed." David recognized the name immediately. The previous tenant, a woman he'd only seen a handful of times, always impeccably dressed and carrying designer bags. He'd always felt… small… in comparison.

He hesitated, then carried the box inside. He should probably just call the realtor. But the packaging was exquisite, thick paper, tied with a satin ribbon. He untied it, revealing a large, framed photograph of… a glamorous woman in a foreign city. Evelyn Reed, undoubtedly.

David felt a sudden heat rise in his chest. He imagined Evelyn, traveling the world, living a life of excitement and adventure. He, meanwhile, was stuck in his mundane routine. He threw the photograph across the room.

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