He gripped the flashlight so tight his knuckles were white. The attic stairs groaned under his weight, each step amplified in the stillness. Mark had been thrilled to buy this house, a charming Victorian. Now, the darkness of the attic was a different matter entirely.

Cobwebs brushed his face as he ducked under a low beam. He swept the beam across the floor, revealing trunks and boxes. A child’s drawing, depicting a monstrous creature with too many eyes, was tacked to one trunk.

He stumbled backwards, knocking over a stack of old books. A chill ran down his spine. The air grew suddenly cold.

“Is someone there?” He stammered, his voice tight. Only the gentle creak of the house answered. He felt compelled to flee, to abandon this exploration entirely.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293