"A fence?" Thomas echoed, his voice a shaky whisper. He squinted at the blueprints Mrs. Petrov had provided. The intricate details of the proposed structure made him feel claustrophobic.

His appetite vanished. He picked at his dinner, the food tasting like ash. The images of imposing wooden panels, blocking the sky, consumed him. He began to avoid going outside.

He struggled to sleep. Nightmares of being confined and shut away haunted him. He started staying in the bedroom. He had to keep the curtains closed. He wanted to block the outside. The world was now a dangerous place.

He snapped at his wife. Every sound, every change, every perceived slight felt like an attack. He was a tightly wound spring, ready to release.

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