The discovery was a photo, tucked in a frame, that held a note on the back. "Build a cabin." "Become a potter." "Find someone who truly loves me." It was her handwriting, unmistakable. She was gone.

He ran a hand over the words, the familiar looping script now a painful reminder. The air around him suddenly felt heavy, difficult to navigate. A cold sweat broke out on his brow.

He backed away, as if physically repelled. He felt the blood rush in his ears, drowning out all other sound. The weight of the world pressed down on him.

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