The expensive leather briefcase was casually discarded in the passenger seat of the unassuming sedan. James, watching from his window, felt his jaw tighten. He knew what he was seeing, what was implied. He suddenly saw his neighbor, Mr. Harrison, differently.

A coldness spread through him, a feeling of being exposed. He clutched the edge of the kitchen counter, grounding himself in the familiar. The mundane objects surrounding him – the toaster, the cereal box – seemed to mock him.

He turned away from the window, finding that his legs felt heavy, as if he was trying to wade through deep water. The cheerful music from the radio was now an annoyance, a reminder of the carefree world he had apparently been denied.

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