The park felt too exposed. Liam sat on the bench, hunched over his phone. The cool breeze did nothing to soothe the heat that had bloomed in his chest. A notification. The DNA results. He had to know. He scrolled through the percentages, the regions, until he found it: a name, a distant relative, a connection. A deep, unsettling well opened in his chest.

He got up and started pacing. The vibrant green of the grass seemed alien. The laughter of children playing on the swings set his teeth on edge. He needed to be alone, to understand. The faces of his parents, the memories he treasured, felt like brittle glass, about to shatter. He needed to be somewhere safe, somewhere quiet.

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