Her stomach churned, a frantic knot twisting tighter with each passing second. The sheet of paper trembled in her hand, the words blurring as she stared at the list of names. Not there. She scanned it again, slower this time, but the outcome remained the same. Her breath hitched, a shallow gasp that barely filled her lungs. Sunlight streamed through the gym windows, illuminating the dust motes dancing in the air, but the cheerful brightness felt like a cruel joke. She crumpled the paper, the sound a small, defeated sigh, and squeezed her eyes shut. She couldn’t look at anyone. Not yet.

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