"Unbelievable," thought Jessica, her voice a near whisper. "David Chen has sent you a friend request." Her fingers tightened around her phone. The familiar feeling of unease spread through her, a prickling sensation that traveled down her arms. She pictured his face, the sneer she remembered, the way he used to make her feel small.

She felt a sudden urge to flee, to hide from the unwelcome reminder of her past. She stood abruptly, pacing her small living room, the quiet rhythm of her footsteps the only sound in the room.

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