The sight of the bear on the table was a physical blow. The colors had faded, but there was no mistaking the chipped button eye, the threadbare fur. She could still feel the phantom weight of it in her arms.

A young couple was looking at it, their hands intertwined. They were smiling. They were looking at each other. They were going to make it their own. Their ease, their joy, was a sharp, bitter taste in her mouth.

She forced herself to browse the other items, her vision blurring as she focused on the chipped paint. She wanted to scream. She wanted 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