The vibrant colors of the campus suddenly seemed muted, washed out. Jess saw her journal sitting on the kitchen counter, open to a page detailing her fears about her upcoming exam. Her stomach churned.

Her roommate, Ben, strolled into the room, whistling. He glanced at the journal, his expression unreadable. Jess felt a burning sensation in her cheeks.

"Hey," he said, too brightly. She couldn't meet his eyes, instead focusing on the chipped paint on the counter.

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