Her stomach twisted into a knot. The results were there, staring back at her from the screen. *Possible parent found – Location: International*. Lisa felt a wave of nausea.

She sat, unmoving, for what felt like hours. The familiar ticking of the clock on the wall grated on her nerves. The air in the room felt thick, heavy. She felt a deep, chilling dread.

She felt a desperate need to breathe. She got up and opened a window, the sudden rush of cool air doing nothing to ease the discomfort. She leaned against the wall, her legs trembling.

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