The midday sun beat down, and the smell of stale coffee and hot asphalt filled the air. David scanned the yard sale, desperate for something, anything, to distract him. And then he saw it, partially obscured by a stack of old magazines. The bear. He wanted to turn and run. His chest tightened.

He remembered the endless nights, the feeling of vulnerability, the darkness that clung to the edges of his world. He couldn’t look away. His legs felt like lead weights.

The woman running the sale was absorbed in a conversation on her cell phone, oblivious to his mounting unease. David slowly walked towards the bear, his hand reaching out tentatively, as if he expected it to bite. He just wanted to leave it behind.

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