He held his breath and opened the attic door. The air inside was thick and still, heavy with a musty odor that made him wrinkle his nose. He took a step inside, the floorboards groaning in protest. He could feel his shoulders tighten with each step.

A shiver ran down his spine. He ran the flashlight across the space. What was he expecting to find? He wasn't sure. But he knew, with a certainty that settled deep in his gut, that something unexpected awaited him.

He felt the hairs on the back of his neck prickle. He wished he'd brought someone else with him. He had that feeling of the unexpected.

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