The doctor's words replayed in Emily’s head, each syllable a blow. “Your match rate is not what we expected…” She had always believed she was a part of her family. Now, the certainty was crumbling.

She pulled the car over to the side of the road, her hands gripping the steering wheel so tightly her knuckles were white. The world outside, normally vibrant, seemed muted, distant. A cold sweat beaded on her forehead.

She needed to call someone, but who? Her phone felt like a lead weight in her hand. She stared at the screen, paralyzed by the enormity of the unknown.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258