The basement was cold, the air musty. Sarah found the box while searching for Christmas decorations. Inside, nestled beneath tissue paper, were her mother’s old art projects. Exquisite watercolors, detailed pencil sketches, sculptures that seemed to defy gravity. A strange, tight feeling squeezed her chest.

Sarah, a self-proclaimed 'non-artist,' could barely draw a stick figure. She had always envied her mother’s artistic talent. She felt a sting behind her eyes, the familiar ache of comparison.

She slammed the box shut. “I can’t believe it,” she whispered to the empty room.

That evening, she found herself picking at her dinner, barely speaking.

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