The invitation arrived in the mail, a crisp cream card. Inside, a handwritten note from a woman she’d never heard of. β€œI’d like to meet you. I'm your sister.” Sarah felt a tremor run through her. Her vision blurred.

She dropped the card. It fluttered to the floor like a wounded bird. The sunlight streaming through the window seemed harsh, too bright. She pressed a hand to her chest, feeling her heartbeat pounding. She had to sit down.

Everything felt wrong, twisted. The world around her warped. She felt a profound sense of unease. What did this mean for her? She had no control over the events about to unfold.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294