He spent hours in his old room, unable to focus on anything. Old posters of his favorite band covered the walls. The familiar space should have been a comfort, but instead, it felt like a cage. He couldn't shake the feeling of being watched.

Every creak of the house, every rustle outside his window, sent a jolt of alarm through him. He checked the lock on the door repeatedly, a nervous habit. He glanced at the window, the darkness outside seeming to press in.

He wrapped his arms around himself, hugging himself as if to protect himself from unseen dangers. He turned off the light.

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