The doorbell rang, and Leo froze. He was mid-sentence to himself, in the middle of a routine task. He felt a sudden, inexplicable sense of dread. He looked through the peephole. It was Mrs. Miller, a neighbor known for her persistent requests.

He took a deep breath, and took a few moments to think, but that didn't help. He opened the door.

"Leo, dear!" Mrs. Miller said brightly. “I was wondering if you’d be amenable to me planting some sunflowers near the fence line? My children simply adore them." Leo’s palms began to sweat.

He mumbled a response and watched her leave. Once the door was closed, he sank onto the floor, the world suddenly seeming too large, too overwhelming.

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