The attic felt like a tomb. Sunlight streamed through a single, grimy window, illuminating dust particles and the damning photographs in Claire's hands. Each picture showed a different side of her uncle, the family’s beloved patriarch, a facet of his life she didn't recognize.

Her chest tightened. The air was thin, making it difficult to breathe. The walls seemed to close in, and a sudden, sharp pain flared in her head. She felt as though she might be sick. She desperately wanted to scream but all that came out was a strangled gasp, her eyes darting between the photos and the shadows in the room.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314