The afternoon sun cast long shadows as Maya circled the house one last time. She ran her hand along the weathered siding, her fingers tracing the patterns of the wood. The wind picked up, swirling leaves around her ankles. A chill ran through her, despite the warmth of the sun. The wind seemed to be carrying whispers, old secrets that she didn’t want to hear.

She found herself checking the locked windows, then the front door again and again. The rhythmic pounding of her heart was the only thing she could hear. She wanted to scream out, to lash out at the world. The world felt like it was playing a mean trick on her. Everything she knew was gone. She was the only one there now.

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