The news felt like a physical blow, a sudden punch to the solar plexus. I sat frozen in my chair, staring at the screen. My fingers felt numb, incapable of moving. The words swam before my eyes, the reality of it all refusing to fully register.

A wave of heat washed over me, making my face flush. The air in the cramped dorm room suddenly felt thin, hard to breathe. I wanted to scream, to lash out, but instead, I just sat there, paralyzed. I felt as if the ground were shifting beneath my feet.

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