The news hit Ben like a physical blow. He sat down heavily, the information a weight on his shoulders. He swallowed hard, trying to keep the panic at bay, the tide of bad thoughts and scenarios about to come.

He saw the doctor's mouth moving, but the words were lost in a roaring in his ears. He focused on the patterns in the linoleum floor, each tile a small, separate world. He felt disconnected, as if floating outside of himself.

His hands shook as he took a deep breath. He needed to think, to understand, but his mind was a tangled mess. He wanted to run, to escape the suffocating weight of this revelation.

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