The words on the notice blurred before Maya’s eyes. She had been humming to herself, contentedly watering her plants. The cheerful melody died in her throat. Her hands, usually steady, began to tremble, and she nearly knocked over a potted fern.

She sank back against the wall, her back sliding down until she was sitting on the floor. The cool linoleum offered no solace. The apartment seemed to shrink around her, the air thickening.

“No,” she whispered, her voice a fragile plea. She felt a knot forming in her stomach, tightening with each passing moment. This was a nightmare.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219