The letter lay open on the kitchen table. He stared at it, the words blurring. A fence, yes, a perfectly reasonable request. But the feeling inside him, a knot tightening in his stomach, was anything but reasonable.

He found himself constantly checking the back garden, his gaze darting from the proposed fence line to the surrounding trees. He was listening for something, he didn't know what.

He started sleeping with the lights on. The darkness now held a different quality, a lurking presence. He couldn't shake the sensation of being watched.

He found himself snapping at his kids. He kept telling them to be quiet, to stay inside. He needed them safe. He needed himself safe.

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