The flickering candlelight cast long, dancing shadows across the nursery walls. A coldness settled in Michael’s stomach as he examined the drawing. It was pinned to the wall with a pushpin, next to a drawing of a smiling sun. The drawing of the creature, ‘Giggles’ as his niece called him, had a disturbing elongated smile, and its limbs were thin and angular, like sharpened pencils. His heart hammered against his ribs.

He remembered Giggles. The way he’d whisper from under the bed. The feeling of being watched, always. Michael felt a sudden urge to flee, to escape the suffocating closeness of the room. He felt his hands go cold, his vision swam for a moment.

He spun around to check the door was locked. He didn't know why, but he felt like he needed to protect himself. He needed to protect Lily.

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