"Ignore it," Sarah mumbled to herself. The request had only been there for an hour, but already a sense of unease was churning in her. It was from Ben Carter. The boy who made her life hell in middle school. She hadn't expected to encounter him again.

She shut the laptop and went to the bathroom, splashing cold water on her face. The image in the mirror seemed foreign, older, yet still bearing a hint of the vulnerable girl he used to terrorize. She paced the small room, her hands clenching and unclenching.

She grabbed her phone and texted her best friend, "You won't believe who just sent me a friend request." She didn't want to be alone with this feeling. The silence of her apartment was oppressive, each tick of the clock amplifying the tension.

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