The surveyor's clipboard trembled in Lisa's hands. She hadn’t slept in two nights. The blueprints in front of her seemed to mock her. The house, her childhood, was reduced to lines and angles. She felt a burning ache behind her eyes, her vision blurred.

She walked through the empty rooms, touching the cold walls, the dust motes dancing in the sunlight. Each room was a ghost of its former self. Her legs felt weak, and her stomach clenched in a knot of dread. This wasn't real, was it? This was a nightmare.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314