He sat on the porch swing, the rhythmic creak of the chains doing nothing to calm his nerves. The letter, delivered by a stranger, was in his hand, crinkled and worn from repeated reading. He had finally decided to confront the person who sent it.

The setting sun cast long shadows across the lawn. He wanted to go inside, to hide in the darkness, but his feet felt rooted to the spot. He saw a car pull into his driveway, and his heart leaped into his throat. He took a deep breath, the air tasting thin and metallic. He wished he could turn back time.

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