The attic’s stale odor filled David’s nostrils. He hadn’t wanted to come here, but his mother had insisted. He felt a creeping discomfort as he looked at the old photographs. His grandfather, a man he knew as a stern, retired military officer, was smiling in a photo taken in a foreign country, holding a drink and surrounded by strangers.

He found another album. It included a picture of his grandmother posing with a man, and the way they were looking at each other gave him a deep sinking feeling in his stomach. The family's tales were always centered on his grandfather's bravery and his grandmother's loyalty.

David quickly shut the album and went to the window, staring out at the hazy sunshine. His palms were slick with sweat. He felt the need to get as far away from this building and these unsettling revelations as possible.

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