“No, no, no,” David muttered under his breath, his voice barely audible above the airport din. The delay, another one, was announced for his connecting flight. His hands trembled as he stared at the screen, the words “delayed indefinitely” flashing like a taunt. His wife was giving birth.

He began to hyperventilate. The air felt thin. He imagined the agonizing hours his wife would spend alone, or, worse, with the delivery staff. Each passing minute amplified the guilt that was clawing at him. He knew his wife needed him to be there, and his feet felt rooted to the ground. He had to be with her.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309