The email arrived at 3:17 PM, a stark black font against a sterile white background. Amelia reread the subject line – "Important Announcement Regarding Professor Davies." Her fingers, suddenly clumsy, fumbled with the mouse as she clicked it open. Her chest constricted, making it difficult to draw a full breath. The words blurred, but the gist was clear: Davies, her advisor, was departing for a position at a university across the country. A coldness settled in her stomach. She stared at the screen for a long time, the fluorescent lights of the library seemed to hum louder than usual.

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