The basement smelled of damp earth and forgotten things. Michael, flashlight beam cutting through the gloom, ran his hand over a cardboard box. He had known his mother was sentimental, but this… this was something else entirely. Inside, a chronological collection of his report cards, art projects, and even the construction paper turkeys from kindergarten.

His jaw tightened. He found a crudely drawn picture of a pirate ship, and a wave of nausea washed over him. The air seemed to constrict in his chest. A hot flush crawled up his neck and cheeks. Why? Why had she kept all of this? He backed away slowly, the flashlight trembling in his hand.

The silence of the basement amplified every creak and groan of the old house. The boxes seemed to loom, filled with scrutinizing eyes. He needed to get out of there. Now.

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