A chill snaked up Michael's spine when he saw the sketch. His niece, Olivia, had drawn a creature with a single, massive eye and a crooked smile. It looked exactly like “Grumble,” his childhood friend. He felt a sudden, sharp pain in his temples.

He found himself pacing the living room, his hands clasped behind his back. The familiar furniture seemed alien, the silence of the house oppressive. He had to figure out what was happening, and fast. The air felt charged with an unseen energy, a presence he couldn’t place.

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