He’d known the previous owners had been… eccentric. But this. This was something else. Mark swallowed hard, the taste of metal on his tongue. The flashlight beam landed on a trunk, its brass clasps tarnished, its leather cracked. A feeling of unease settled in his stomach, heavy and cold.

He shouldn't have come up here alone.

He reached out, hesitant, to lift the lid. A musty odor, sharp and cloying, assaulted his nostrils. Inside, a collection of dolls, their painted smiles unsettling in the dim light. They seemed to watch him, a silent chorus.

He slammed the trunk shut, a jolt running through him. He fumbled with the latch, wanting to escape this space.

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