Her heart hammered a frantic rhythm against her ribs as she stared at the list. This was her grandfather's. *Take a photography class*. He had always been a quiet man, content in his routine. But this list... the first entry wasn't so bad, but it was just the beginning.

She scanned the next item: *Visit the Taj Mahal*. She swallowed, the movement stiff. The next item was a punch to the gut: *Go scuba diving*. She imagined him, so out of his element. The final entry, scrawled with shaky handwriting, made her feel weak. *Volunteer at a homeless shelter*. She felt her legs buckle, and she sank into a nearby chair.

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