The children across the street were excited, but she just felt a strange pressure in her head. The new fence would offer security and fun, and would be a great thing for the family. But, she noticed, the neighbors were installing a fence and she hadn't.

She watched the fence-building from her window, a sense of something not quite right brewing inside of her. Her own yard, usually a source of pride, suddenly felt drab and neglected. She grabbed her gardening tools. She'd need to work on her garden.

She stood outside, and her palms felt clammy and she didn't want to get started. She ended up putting the tools back in the shed.

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