The antique music box sat heavy in my hands. I almost dropped it. It wasn’t what I was expecting. My sister, Amelia, had inherited their parents’ restaurant. A thriving business. I was given this thing.

The lawyer had said it held an untold power. Power to what? To hurt me? The melody it played was strangely discordant, each note a subtle echo of a lurking threat. I felt the sweat prickling on my neck, and it itched.

Amelia’s eyes flicked over to me, full of pity. I knew she felt it was a cruel joke. I wished she’d take it away from me. I wanted to be free. The intricate carvings on the box seemed to writhe and shift in my periphery.

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