Michael's breath hitched as the notification appeared. Sean Miller. He hadn't seen the name in over a decade. He felt a cold prickle at the back of his neck. He stared at the screen, his gaze fixed on the request, replaying memories of lockers slammed and taunts whispered in the school hallway.

He picked up the phone, almost as a reflex, and started dialing his sister's number. His thumb hovered over the call button, but he stopped. He bit his lip, hesitating. He didn't want to overreact. He opened the social media app again, but quickly closed it, leaving the request unacknowledged.

The air in the room felt suddenly thick, hard to inhale. He pushed himself away from the desk, moving towards the window. The setting sun cast long shadows across his lawn, and he watched the light fade, a growing knot forming in his stomach. What would Sean want from him?

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