A cold sweat slicked her palms as she watched Maya meticulously arranging her miniature dollhouse furniture. Each piece, a replica of her own Victorian-style home, was placed with a precision that bordered on fanaticism. The detail. The care. It was a mirror reflecting her own obsession, but distorted, magnified in a way that made her feel… off-kilter. She gripped the edge of the kitchen counter, her knuckles white.

She had spent years, painstakingly crafting and collecting these tiny, perfect worlds. Now, seeing Maya immerse herself in it, she felt a strange hollowness.

“Mom?” Maya's voice, small and innocent, pulled her back. "Are you alright? You’re very still." Her daughter's gaze, curious and bright, pierced right through her.

“Just… admiring your work, sweetie,” she managed, forcing a smile that felt brittle on her face. She needed coffee. Lots of it.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290