Liam fidgeted with the napkin, twisting it into a tight, damp rope. His palms were slick. He could feel the eyes of the other partygoers, not necessarily on him, but he imagined them there, dissecting him.

He’d booked the roller rink, a bold move, he’d thought. Now, the echoing music felt like an impending threat. Leo’s party, same day. He couldn't shake the feeling of being exposed.

He watched the kids zooming past, their laughter a cacophony. He felt a desperate urge to run, to disappear into the anonymity of the crowd. He clutched his own birthday cake, a clumsy, store-bought thing. He imagined Leo's cake being more impressive.

He took a shaky breath, forcing a smile. He saw Leo across the rink, surrounded by a gaggle of friends. His own throat constricted. Maybe he could slip out unnoticed.

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