Eliza nearly dropped the mug of tea she held. Her jaw went slack, and she had to grip the counter for support. The drawing, a crude but vibrant depiction of a grinning, one-eyed monster, was undeniably Barnaby. Barnaby, her childhood companion, the boogeyman under her bed. The memory of him, a comforting evil, flooded back.

"Who's that, sweetie?" she managed, her voice a strained whisper. Her little nephew, Timmy, beamed up at her.

"Bartholomew!" he declared, his voice filled with glee. He then added, "He says he misses you." A frisson of something she couldn't name ran down Eliza's spine. It wasn't fear, exactly. It was… something else, something she hadn't felt in a very long time.

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