"Sarah Jones sent you a friend request." Daniel’s stomach churned. He hadn't seen Sarah since high school, where her relentless teasing was the bane of his existence. He glanced at the request, his fingers itching to swipe it away. He sat down, though his legs felt too shaky to support him.

He pictured her, her perfect blonde hair, her sharp tongue. He could almost hear the laughter of her friends, directed at him. A bitter taste coated his mouth. He thought of all the times he'd gone home crying, of the years it took him to build his confidence back up.

The world seemed to shrink around him. The walls of his apartment felt like they were closing in. He felt a desperate urge to get out, to be anywhere but there, facing this digital reminder of his past. He stood up, then sat back down. His mind was going a mile a minute.

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