He didn't want to go up there. His gut was churning as he pushed open the attic door. The air hung thick and stale, laced with a scent he couldn't identify. He didn't want to be here. The house he'd just bought had a history he was unaware of.

His flashlight beam swept across the cluttered space. He found a collection of old photographs scattered on the floor. He bent down, picking one up. It was a faded image of a family, smiling. But their eyes, he realized with a jolt, seemed to follow him. He felt a wave of nausea wash over him.

He dropped the picture and turned to leave. He caught sight of his own reflection in a dusty mirror. Behind him, a figure stood, shrouded in shadows. He gasped and ran.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314