He found it while digging in his basement. A small, wooden crate, buried deep beneath the earth. He pulled it free, his arms aching, his chest beginning to throb. The discovery felt profoundly wrong. Why would he bury something down here?

He pried open the lid, revealing a jumbled mess of old trinkets, some familiar, some not. A child's drawing depicting a house with an odd, crooked chimney caught his eye. A wave of unease washed over him, making his skin prickle. He started to sweat, the air seeming heavy.

He slammed the lid shut. His hands were shaking so violently that he could barely keep it closed. He needed to get away, to understand what this was. He turned and fled up the stairs, leaving the box lying in the dirt.

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