The first thing Maria did each morning was to check the progress of the renovations. Her morning coffee suddenly tasted bitter. She watched the workers from her kitchen window, her gaze fixed, her body rigid.

She’d started keeping the curtains drawn, though she’d always loved the natural light. It wasn’t the noise that bothered her most. It was the feeling of being watched, of being observed. It was the change.

She retreated to her basement, finding solace in the dim, quiet space. Even down there, though, she couldn't escape the vibrations. She had a terrible sense of being exposed, of being unsafe.

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