The antique store owner examined the vintage porcelain dolls with a practiced eye. My older sister had brought them in. They were her grandmother's, but she never even played with them. They were like a childhood dream.

"They're a lovely set," the owner said, his voice flat. He offered a price. I felt my chest tighten. My sister nodded.

I bit my lip to stop the tears from falling. I stepped outside and drew in a deep breath of the cold air. The whole scene felt unreal, as though a nightmare were playing out in front of me.

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