The old photographs, clutched tightly in her hands, offered no solace. Olivia stood on the sidewalk across the street, the air thick with dust and the impending doom of her childhood. Her legs felt wobbly. The knot in her stomach was so tight that she could barely swallow.

Each crunch of the excavator felt like a personal assault. Her mind raced, replaying memories – the scent of her father's pipe tobacco, the feel of the worn carpet under her bare feet, the sound of her mother’s laughter echoing through the house.

Tears welled in her eyes, blurring the scene before her. She desperately wanted to scream, to lash out, to stop the inevitable. But all she could do was stand and watch, paralyzed by a feeling she couldn't name.

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