It arrived at the worst possible time. The package sat on the doorstep, a plain brown rectangle. "To the current occupant," the address read, impersonal and menacing. Sarah hadn't slept properly in days. She'd been jumping at shadows, her nerves frayed. She was sick of this house.

She forced herself to go to the door. Her hands were ice cold. She picked it up, the cardboard rough against her skin. She had no idea who "Ms. Evelyn Reed" was. She sliced the tape with a shaky hand. Inside, she found a book. A worn leather-bound volume, the pages brittle with age.

She opened the book. It was a diary. The first entry, dated over a century ago, read: "They say this house is cursed." The words swam before her eyes. Sarah threw the book across the room, a sob escaping her lips.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236