The knock echoed. A sharp, insistent rap that jolted Amelia from her afternoon tea. She pressed her back against the cool kitchen cabinet, breathing shallowly. It was Mrs. Gable, next door, and a knot twisted in Amelia’s stomach.

“Amelia, dear? Just a moment of your time.” Mrs. Gable’s voice, usually so saccharine, sounded oddly forceful. Amelia peeked through the blinds.

Mrs. Gable’s eyes, usually twinkling, seemed to fix on her. Amelia's grip tightened on the countertop. She considered simply pretending she wasn’t home, but the thought of the ensuing awkwardness was almost as unnerving as opening the door.

“Yes, Mrs. Gable?” Amelia finally called, her voice tight.

“Just a quick question about your back yard. I was wondering if I might, perhaps, use a small corner for a vegetable patch?” The request seemed innocuous, but Amelia's pulse hammered against her ribs. She didn’t know why, but a prickle of unease ran down her spine.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294