“What’s this?” Jason muttered, holding up a file marked, in his mother’s familiar script, “Jason’s Elementary Years.” He found the file in the cupboard above the washing machine. A strange place for such a thing, he thought.

He opened it. Inside, it was a chronicle of his schooling. Test papers, science experiments, the construction paper crafts, all carefully organized. It was disquieting. His chest felt constricted.

He felt a sudden, urgent need to leave, to escape the suffocating presence of all this documentation. He shoved the file back into the cupboard and slammed the door. The sound echoed in the otherwise silent room.

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