The news felt like a physical blow. She stood frozen in the middle of her living room, her hand still hovering over the mouse. The world around her blurred, and a strange buzzing filled her ears. She felt as though the floor had given way beneath her feet.

She stumbled back, knocking over a stack of books. Their pages scattered across the floor, reflecting her own scattered, fractured emotions. The silence that followed was even more deafening than the noise she’d made. A sense of overwhelming dread washed over her.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294