The late afternoon sun cast long shadows across the park as Sarah watched Chloe and Mark laugh, sharing a giant ice cream cone. Their online chats had been a daily ritual for months, filled with shared jokes, intimate confessions, and dreams of a faraway future. Now, seeing them together, so close, so comfortable, a knot tightened in Sarah's stomach.

Her own ice cream sundae sat melting untouched on the picnic table. She poked at the cherries with a plastic spoon.

A wave of heat flushed her cheeks. They looked like they had stepped right out of a glossy magazine. Their effortless chemistry grated on her. She felt like an outsider, a ghost observing a life she desperately wanted to be a part of.

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