The glow of the laptop screen illuminated Sarah's face, casting dancing shadows on the walls of her son, Alex's, bedroom. She'd been pretending to organize his desk, a task she usually avoided. Now, curiosity gnawed at her. She tapped the mouse, opening a recently closed tab: a social media platform she didn’t recognize. Her breath hitched.

Her fingers trembled as she scrolled. The posts, the images… Alex. But not Alex. This boy was cocky, draped in expensive clothes, surrounded by friends she’d never met. A coldness spread through her chest. The air in the room seemed to thin.

“Alex?” she whispered, the name catching in her throat. She needed to know. The floorboards creaked as she backed away from the desk, a silent retreat into the hallway.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294