A tremor ran through Ethan’s body as he flipped the final page. The ending. It was… unsettling. He felt the ground shifting beneath him, the known world dissolving into something unfamiliar. He gripped the edge of the desk, knuckles white, trying to maintain some semblance of composure.

He glanced at the bedroom door, where Maya was probably asleep. He couldn't imagine looking at her the same way again. The way she smiled, the way she told stories—were they real, or had they been penned?

His throat felt constricted. He felt an intense need to escape. He wanted to scream. He wanted to understand.

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