The news hit her like a physical blow. Sarah slumped back in her chair, the letter falling from her grasp. Her eyes widened, and her lips parted slightly, forming a silent "O." Her skin prickled.

She stared, unseeing, at the familiar landscape of her room, now transformed into a strange and alien place. She felt as though the ground had fallen away beneath her feet.

She squeezed her eyes shut, trying to fight back the tears that threatened to spill. The world, which had seemed so promising just a short time before, now felt fragile and treacherous.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219