The sun beat down relentlessly on Mark's neck, each ray a fiery reminder of the impending doom. He watched from across the street, his jaw clenched, as the first of the demolition crew hopped out of their trucks. They moved with a casual efficiency that was jarring.

He focused on the cracks in the pavement, trying to find some semblance of order in the chaos. His vision swam, a kaleidoscope of colours blurring the edges of everything. He could feel a cold sweat break out on his skin, despite the heat.

He pulled his collar tighter, wishing he could disappear. Each footstep of the crew, each clang of metal, resonated through him, turning his stomach. He muttered a curse under his breath, then another, his voice strained.

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