The news had hit David like a physical blow. The cheerful porch swing, the welcoming front door, the meticulously manicured lawn – all tainted. A brutal assault. A broken life. He was supposed to feel safe here. Now, he felt exposed, vulnerable.

He sat on the porch, staring at the street, a sense of impending doom washing over him. The wind rustled the leaves, creating eerie whispers in the trees. He pulled his jacket tighter, as if to ward off an invisible threat. He was unable to shake the feeling of being watched.

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