He stared at the letter, his heart hammering against his ribs like a trapped bird. Liam ran a hand through his already disheveled hair, the paper crinkling in his grip. The scholarship was rescinded. A mistake. A cruel, devastating mistake. He felt a chill creep up his spine. The campus stretched out before him, vast and indifferent. He imagined his family’s disappointment, the dreams that would shatter.

His breath became shallow. He needed to get away, to disappear. He felt a compelling need to leave the library, to feel the sun on his face. He felt exposed, naked.

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