He hadn't been expecting this. The sudden stop threw him off balance. Thomas immediately felt a strange constriction in his chest. His hands began to shake uncontrollably. He tried to take a deep breath, but it felt as if his lungs were collapsing.

He pressed the emergency button, over and over, his finger a blur. The red light remained stubbornly dark. He wanted to shout, to scream, but the words seemed to catch in his throat.

He started pacing, his steps short and agitated. He couldn't stay still. He had to do something. He had to escape. He ran his hand over his face, trying to calm himself, but the feeling of utter helplessness was overwhelming.

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