He had always thought it was strange, the way Chloe studied him. Now, seeing the pages of her novel laid out before him, he understood. "The Unraveling of Leo" it was called. The fictional Leo was a control freak, a man with a hidden dark side. It was a clear parallel.

His palms began to sweat. He reread the descriptions of his character. He'd never noticed how Chloe saw him.

The weight of the book in his hands felt immense. He found himself pacing the living room, unable to sit still. He had to know if the fictional Leo met a bad end. His heart hammered in his chest with each sentence.

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