It was the suddenness of it that unsettled Liam. One day, a quiet street. The next, a flurry of activity, and the start of a project that felt personal. He closed all the windows. He could still feel the vibrations.

He stopped answering the phone. He didn’t want to talk to anyone. He just wanted to be left alone. He pulled the covers over his head and stayed in bed. He skipped his usual morning walk.

He felt like a stranger in his own home. He started dreaming of leaving, of finding a place where he wouldn't be disturbed. But he couldn't bring himself to do it.

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