The old woman, her face wrinkled like a dried apple, clutched the bear close. A slow smile spread across her face. It was the same one. The bear. A cold dread settled in her stomach. It felt like a punch, seeing it here.

She’d spent years searching, hoping, and now this. A young couple was already cooing over it, their eyes sparkling with the kind of joy she’d once known.

She turned away, not able to watch them make a decision. The sunlight felt harsh on her skin, and the sounds of the yard sale seemed to amplify the silence in her own heart. She felt a burning need to leave.

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