The card was brightly coloured, but its cheerful message felt hollow. It was unsigned, generic. A wave of unease washed over her. She felt watched, exposed. She quickly gathered the rest of the mail.

She hurried back to the safety of her apartment, her legs felt heavy. She slammed the door shut and engaged the deadbolt, the sound echoing in the sudden quiet. She leaned against the door, her breath coming in shallow gasps.

She immediately went through the house, checking every window, every door. She turned on all the lights, banishing the shadows. Her phone felt like a lifeline. She picked it up and quickly called her partner. The dial tone felt like an eternity.

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