It had been a mistake to check it during her lunch break. The cafeteria buzz faded away, and she saw the denial. She swallowed hard, struggling to keep down the sudden urge to vomit. Her hands went clammy.

The metallic clang of cutlery and the cheerful chatter of her classmates grated on her nerves. She wanted to scream, to run. She felt the sudden urge to hide under the table.

She rose unsteadily, making a clumsy excuse to her friends about a sudden headache. The crowded room suddenly seemed hostile, and she needed to escape. Her steps quickened as she rushed out of the cafeteria and down the hallway, the fluorescent lights seeming to pulse menacingly.

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