A cold sweat slicked down Mark’s palms as he examined the crayon sketch. A lanky figure with mismatched limbs and a permanently vacant expression filled the page. It was “Zip,” his niece Maya explained, her face bright with childish glee. Mark’s childhood imaginary friend was also named Zip. His pulse hammered against his ribs.

He cleared his throat, the sound rough and dry. Maya offered him a juice box. He accepted it, his fingers fumbling with the straw. Every movement felt clumsy, unnatural. The bright colors of the drawing seemed to mock him, highlighting the shadow that had fallen over him. He felt an intense unease that had nothing to do with crayons.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228