He saw the card before he saw the rest of the mail. It was a cartoonish depiction of a cake with lit candles. He didn't recognise the handwriting and the card was unsigned. He didn't like it. He felt unsettled.

He hurried back inside, his boots clomping on the wooden porch steps. He quickly locked the door. He felt a deep unease. He felt exposed, naked. The silence of the house seemed to amplify the sound of his own breathing.

He walked from room to room, checking the windows and the doors, his hand instinctively reaching for the security alarm panel. He felt a constant need to look over his shoulder. The world, once familiar, had become a dangerous place.

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