The house seemed to shrink before her eyes, becoming smaller and more vulnerable with each passing moment. Anya stared at the scene from across the street. She had paced all morning, unable to eat or focus on anything but the impending destruction.

She’d spent her whole life here. The house was a living embodiment of her family. As the first walls crumbled, a sob escaped her. Her breaths were coming in short, choppy gasps. Her vision blurred, and the world seemed to tilt.

She remembered her mother in the kitchen, her father in the living room, her siblings running through the hallways. The memories, once comforting, now felt like a cruel joke. The house, her haven, was about to vanish, and with it, a part of her soul.

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