It was as if someone had pulled the rug from under her feet. Sophia felt a jolt of alarm, a sharp, cold fear that ran through her veins. The carefully crafted narrative of her life had crumbled. The scholarship, the foundation of her dreams, was gone.

She blinked rapidly, trying to clear her vision. Her hands trembled as she reached for her phone. The familiar object felt alien, heavy. She stared at the screen, unsure of what to do, who to call.

The bustling cafeteria around her seemed to become a blur of noise and movement. The voices were too loud, the smells too strong. She pushed herself up from the table, a cold feeling spreading across her chest.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234