The coffee cup slipped from Clara’s grasp, shattering on the tile floor. She didn't even flinch. Her gaze remained fixed on the newspaper, the morning paper, now stained with lukewarm coffee and her spilled breakfast. The article. Her article. But under the name: Evelyn Finch.

A strange buzzing filled her ears, a high-pitched whine that threatened to drown out her own thoughts. She bent and picked up a shard of the shattered ceramic, turning it over in her trembling hand. It seemed unreal, like a poorly designed movie. The room spun. The familiar scent of her brewing coffee suddenly became a cloying, overwhelming odor.

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