He stared at the screen, and a creeping coldness started in his toes and worked its way up. His fingers were stiff, and he struggled to click the "close" button. He took a shaky breath, the air thin and unsatisfying. He felt as if the room was closing in.

He slowly rose from his chair, his legs shaky. He knew he should tell his parents, but the words caught in his throat. He needed to be alone, to process this. He walked to the window, staring out at the vibrant, bustling city, now a world away from him.

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