The house felt like a labyrinth, each room blurring into the next. The constant feeling of being disoriented had been unsettling, and the air felt heavy and thick. She kept checking the locks, but the true threat seemed to be everywhere. She couldn't shake the sensation that she was being observed.

She’d been examining the built-in shelves in the living room, tracing the lines of the wood. One of the shelves didn't quite line up. She pressed against it, expecting resistance, but it gave way. An open space. Her breath hitched. The darkness swallowed her gaze.

A shiver ran down her spine, and she stumbled back, her hand flying to her mouth. She backed away from the opening, the shadows seeming to lengthen and twist, taking on an ominous life of their own.

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
πŸŽ‰-0.233
happy-0.231
"-0.228