The party lights blurred, the music thrummed in her ears, but all she could focus on was Emily's face. Emily, who had no idea they'd spent every afternoon of sixth grade listening to pop music and gossiping about boys. "Oh, no, I don't think I've ever met you," she said, her smile brittle, forced. She took a step back.

A wave of nausea washed over her. The room began to spin. She grabbed the edge of a table for support, her hand clammy. The laughter and chatter around her faded into a dull roar. The festive decorations, once vibrant and exciting, now appeared garish, mocking. Every sound felt amplified, threatening. She wanted to be anywhere but here.

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