The back door slammed shut with a bang, and Ethan jumped. He wheeled around, his hand instinctively reaching for the lock. A cold wave washed over him, and a shiver ran down his spine. He knew he was the only one in the house.

He glanced at the peeling paint on the back of the door. He tried to rationalize it. The wind. The old hinges. But his heart continued to pound against his ribs. He felt pinned down and unable to move.

He stood there, frozen, listening to the silence that followed. Each creak, each groan of the house, felt like a threat. He was desperate to leave, to feel the comfort of the sun on his face. He felt trapped.

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