The box was plain, brown, and bore no return address. The address label itself was handwritten, in a spidery script. She knew the previous tenant, a Mr. Silas, a man of quiet habits and a penchant for late-night walks. The stories from the other residents about him made her skin crawl.

She found herself unable to breathe. Her throat felt tight. She locked the door. Then she checked it again. Her hands shook so badly she could barely turn the key.

She moved from window to window, peering out at the street. The darkness pressed in, swallowing the world. She whispered a silent mantra of calm. But the unease lingered, a shadow clinging to the corners of her mind.

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