The stairs were steep, and with each step up, a sense of dread escalated. As she pushed open the attic door, a stale, musty odor hit her like a physical blow. The flashlight beam landed on a box overflowing with old photographs.

He wanted to scream. He wanted to shout. She picked up a photo. In it, a family, smiling. Behind them, she recognized the house. But the faces in the photo were obscured, as though blurred by a camera malfunction. Except it wasn't. They were covered by a black marker.

She dropped the photograph, her fingers suddenly clumsy. A chill snaked up her spine, and her blood ran cold. She knew, somehow, she should not be here. Her gaze darted to the shadows, as if expecting something to emerge.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309