He pressed himself against the wall, listening. The rhythmic thudding from next door had started again, a slow, deliberate drumbeat that vibrated through the bricks and into his bones. He squeezed his eyes shut, trying to block out the sound, but it was useless. It was like living inside the percussion section of a particularly violent orchestra.

His stomach clenched. He hadn’t eaten all day. The thought of food, of opening the refrigerator, was too much. The noise was eating away at his appetite, replacing it with a knot of unease. He watched the shadows lengthen across his living room, the light shifting as the sun dipped behind the renovations.

He hadn't been outside in days. The prospect of facing the workmen, of their inevitable glances, their knowing nods, was unbearable. He huddled deeper into the sofa, pulling the blanket tighter around him. He imagined them, moving around in the neighboring home, reshaping the world around him.

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