The basement was cold and damp, the musty air clinging to Leo's clothes. He had been sent to clear out his uncle's house, a task he'd been putting off. The photographs, discovered in a locked box, showed his uncle, a man known for his stoicism and solitary nature, in a series of lively gatherings with people he'd never heard of. There were so many people that seemed familiar, but were also so far removed from the man he knew.

He picked up a photo of a young woman laughing with his uncle. She looked vibrant and joyful. The reality was a stark contrast to the bleak and isolated life his uncle had led. Leo felt a cold shiver run down his spine.

He slammed the box shut. He rushed to the door, suddenly wanting to be anywhere else. He needed air. The house suddenly felt like a tomb.

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