The hallway leading to the Sales department seemed to stretch into infinity. David felt the cold tile through his thin soles. He’d been in Engineering for years, happily sketching blueprints, lost in his world of lines and measurements. Sales felt like a vast, hostile desert.

He was sweating, despite the air conditioning blasting. He could feel his pulse hammering in his ears, a frantic drumbeat against the silence. The faces he passed were all strangers, their smiles too wide, their eyes too knowing.

He reached the designated office and stopped. His hand hovered over the door handle, his knuckles whitening, but he couldn't bring himself to open it.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294