The news of the fence had made his stomach churn. He avoided his neighbor, his once-friendly smile now a mask of forced politeness.

He started keeping the curtains drawn. Sunlight seemed too intense. The yard became a place of imagined dangers. He spent most of his time indoors.

He found himself jumpy, flinching at unexpected noises. The gentle breeze felt like a cold hand on the back of his neck.

He considered moving. He couldn't shake the feeling of being trapped, of being hemmed in. He wanted to go. He needed to go.

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