The flickering neon sign of the bar cast long, dancing shadows across the street. Liam’s fingers, clammy, fumbled with the clasp of his messenger bag. Inside, nestled with his laptop, was a small, velvet box. He'd planned to propose tonight. Now, Sarah, standing across from him with a look of stunned disbelief etched on her face, was explaining how she’d met a "David" a few months ago.

His stomach lurched. The cheerful music from the bar seemed to be amplified, a relentless drumbeat against his temples. He could feel a cold sweat trickling down his back. Sarah’s words, sharp and clear, were slicing through the night.

He took a step back, the curb suddenly seeming perilously close. His breath hitched in his throat. He just wanted to leave, vanish. The engagement ring suddenly felt like a lead weight in the bag.

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