The waiting room buzzed with an oppressive quiet, each person lost in their own anxieties. Liam, however, felt a different kind of sensation, a growing disquiet. He was supposed to be learning the guitar. His fingers felt numb. He had been a musician his entire life.

A name was called. His.

He followed the doctor down a hallway, each step heavier than the last. The hallway smelled of antiseptic and something indefinable, something ominous.

The doctor, a young man with a tired face, spoke about a rare condition, one that twisted his body. He’d never heard of it. The doctor then explained something that changed him. "There's another person. Diagnosed with the same affliction."

Liam felt the world tilt. His mouth went dry. He was certain his knees were about to give way.

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