"Magnificent," she murmured, watching the delivery truck pull away from the Smith's house. It had just deposited a gleaming new range. She knew, because she’d been watching for hours. She was sure the Smiths had more money than them. She hadn't even bought new curtains in years.

She turned away, a strange pressure building behind her eyes. Inside, the silence of her own home pressed in on her. She ran her hand along the worn countertop, a familiar, well-loved surface, yet now, it felt oddly inadequate. She didn't want to think about the cracked tiles in her bathroom. The Smiths, she noticed, had always been better at...everything.

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