The house felt wrong. That was the only way Leo could describe it. The air hung heavy, and the silence was unnerving. He was always on edge, jumpy, hearing every creak and groan. He'd poured a drink to try and calm the internal whir.

He was exploring the basement, the damp, cool air raising goosebumps on his arms. The foundation walls felt cold and forbidding. He noticed a section of the concrete wall that looked different, almost like it had been recently patched.

His palms started to sweat as he ran his hand along the surface, searching for something, anything. His breath hitched when he found a small, circular indentation. Pressing it, he felt the wall give way. A dark, narrow doorway opened into a small, windowless space.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256