The attic was a labyrinth of forgotten things, a graveyard of discarded memories. Emily hated attics. The stale air, the dust, the cobwebs… it all made her skin crawl. But she was determined to explore every inch of the old house. She was getting to the final section when she noticed it – a faint outline, barely visible, on the far wall.

She reached out and traced the outline with her finger, the dust smudging across her skin. It was a door, or what used to be a door. It had been expertly concealed. She felt a strange tingling sensation in her limbs, a sudden burst of energy mixed with fear.

She pulled, and the door creaked open, revealing a narrow, stone staircase leading down into the unknown. The darkness at the bottom of the stairs seemed to swallow the light. Emily hesitated for a moment, then took a tentative step forward.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228