The registrar’s words vibrated in Amelia's ears, each one a sharp, stinging note. The scholarship, her lifeline, was a mistake. The rug had been pulled out from under her, and she felt the sickening sensation of freefall. Her stomach churned, a cold wave washing over her.

She excused herself, her voice a shaky whisper, and quickly retreated to the nearest restroom. She locked the door and leaned against the cool tile, trying to catch her breath. The porcelain sink looked like a vast, empty expanse.

She stared at her reflection, seeing a stranger staring back. Her eyes were wide, dilated, and her face was pale. She felt a sudden urge to break something, to scream, to shatter the illusion of control she’d worked so hard to maintain.

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