He hadn't been expecting it. When the words left his friend’s lips, a strange tension seized him. John's jaw clenched, and he felt a heat rise in his cheeks. He could hear a ringing in his ears, and the world seemed to narrow.

He tried to speak, but his voice caught in his throat. He blinked, trying to clear his vision, which felt blurred. He clenched his fists, struggling to remain outwardly calm.

He felt trapped, suffocated by the implications. He wanted to scream, to lash out, to stop the tide of events. He leaned against the wall, trying to find some purchase, some way to remain grounded.

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