It had been years since Matthew had thought about Brad. Now, Brad's request was on his screen. A cold shiver ran down his spine. He quickly closed the app and sat back in his chair. He hated this.

He got up and began pacing, the carpet yielding softly under his feet. He felt a profound sense of helplessness. He wanted to scream. He kept replaying the events of his youth. The humiliation. The fear. It all felt very real.

He poured himself a large glass of water, and then immediately spilled most of it. He sat down and tried to calm his breathing. He had to get a grip.

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