The postmark was all it took. James felt a chill crawl up his spine, even though the summer sun beat down on his face. He scanned the address, his breath catching in his throat. It was from *her*. He’d changed his phone number, moved states. He thought he was free.

His hands shook as he tore open the envelope, his fingers clumsy. He felt trapped, pinned. The world around him seemed to shrink, closing in. He dropped onto the porch steps, the letter fluttering in his trembling hand. He wanted to tear it up, to throw it away, to pretend it hadn't arrived.

He read the first line. His skin began to prickle, and his eyes flitted across the words.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293