The doorbell rang, and Leo flinched. He considered hiding, but knew that was a coward’s move. It was the caterers, he knew it in his core. Liam's bash, it was all he could think of. The same day, the same damn time.

He felt a sudden, urgent need to pace. His palms were slick with sweat. He kept running scenarios in his head, each one more awful than the last. Would people show up to his? Would they abandon him for Liam's?

He opened the door, a forced smile plastered on his face. The caterer’s cheerful greeting felt like a personal affront. Leo could barely make eye contact. He just wanted to get through this, to survive the day.

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