Maya’s jaw tightened as she sifted through the dusty box in the attic. Old report cards, meticulously organized by year, lay beneath a thin layer of forgotten things. Then, she saw them: her mother's school projects. A detailed diorama of the solar system, a perfectly stitched sampler, a research paper filled with insightful analysis.

A knot formed in Maya's stomach. Her own schoolwork, she thought, had been a chaotic mess of late nights and rushed projects. She imagined her mother, a child prodigy, effortlessly achieving academic success. The heat rose in her face.

"Mom," she said, her voice strained when her mother came up the stairs. "Where did you even get the time?"

Her mother smiled gently, oblivious. "I just liked learning, sweetheart. It was fun."

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