Rain slicked the windows, blurring the outside world into a gray watercolor painting. A low growl rumbled from beneath the porch. “Mom, I hear something," Leo whispered, clutching his teddy bear. His face was pale.

His mother, hunched over the stove, paused, her spoon suspended mid-air. “Probably just the wind,” she said, but her voice lacked conviction.

The growl intensified, followed by a muffled thud. Leo squeezed his eyes shut. His mother moved to the window, peering through the rain-streaked glass. She saw the dog, its teeth bared in a silent snarl, its body coiled and tense. She quickly pulled the curtains closed. “Stay here,” she instructed, her voice a strained whisper as she hurried to the front door.

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