He had been so friendly. Mrs. Gable, always offering cookies, always ready with a kind word. Now, peering through a gap in the curtains, Michael noticed the chauffeur, meticulously polishing a vintage Rolls Royce. His breath hitched in his throat.

The sight of the car, gleaming under the streetlights, filled him with a strange disquiet. He backed away from the window, his pulse hammering against his ribs. The ordinary noises of the night – a barking dog, a distant car horn – suddenly seemed amplified, unnerving.

He felt a sudden, urgent need to check the locks on the door, again. He padded silently through the house, his hand brushing against the cold, smooth metal of each handle, a shaky affirmation of security.

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