The sound of the power saw sliced through the quiet afternoon. I flinched, instinctively pulling away from the window. I felt a chill spread through me, like icy water had been poured down my back. I focused on the intricate pattern of the wallpaper, trying to distract myself.

He'd said something about wanting more security. I didn’t trust him, not anymore. His smile felt fixed, unnatural. The fence felt like a cage being built around me.

I gripped my phone, my fingers numb. Should I call someone? The police? It seemed ridiculous. But the feeling, the cold, gnawing feeling in my stomach, wouldn’t let up.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294