"This old house has seen some things," the contractor had chuckled, patching the plaster in the living room. "A robbery gone wrong, they say." Now, Sarah couldn't shake the image of the previous occupants, victims of a violent encounter.

She started second-guessing every noise, every shadow. The wind whistling through the gaps in the window frames sounded like whispers.

She lay awake, rigid in her bed, ears straining. Every flicker of the streetlights outside cast eerie shapes on her walls. The peaceful house she had fallen in love with now felt like a cage.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293