The announcement had come, and the world seemed to have tilted on its axis. He stood in the doorway, staring at the mail slot, his shoulders slumped. The building, his home, was going condo.

His throat constricted. He found himself avoiding his neighbors, unable to meet their eyes. He skipped the gym and stayed inside. He stared out the window, his gaze fixed on the street below. He felt a constant pressure in his chest.

He took a long, shaky breath. He felt utterly exposed, vulnerable. The thought of change, of an unknown future, made him want to hide.

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