The letter lay open, a viper in the otherwise neat study. The words twisted in her stomach. Her pulse hammered against her eardrums. She felt a burning sensation in her chest, a tightness that threatened to suffocate her.

She rose from the chair, her legs shaky. She moved to the window, staring out at the garden. The trees, usually comforting, now seemed to sway with an unsettling rhythm. The sunlight felt harsh, the colors too bright.

She bit down on her lip, a wave of panic washing over her. She felt compelled to call someone, anyone, to break the silence. The weight of the words was a crushing burden.

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