The gleam of the security system’s lights, installed overnight, burned into David’s vision. He’d known, of course. The hints had been there. The expensive cars, the frequent trips. But seeing the system, the blatant display of wealth, felt like a declaration of war.

His apartment, once a haven, now felt confining. He spent hours staring at the new equipment, a grimace etched on his face. He felt like an intruder in his own life. The click of the door to his apartment building triggered an involuntary jump.

He began leaving the blinds drawn, preferring the darkness. His life felt suddenly and irrevocably changed. A low groan escaped his lips, a release of the tension that had settled deep within him.

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