John sat at his desk, staring blankly at his computer screen. The information had been shared carelessly. The new intern, hired at a higher rate. John's chest felt constricted. His heart rate had quickened.

He glanced at his phone, hesitating before dialing his wife. The conversation would be difficult, the questions unavoidable. His hand slowly lowered the phone.

The office seemed to shrink around him, the walls closing in. He felt the need to escape, to run. He pushed his chair back, his knuckles white. The air conditioning was suddenly too cold.

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