The world tilted slightly as Maya saw the inscription. “To Eleanor, the muse of my existence,” it read, scrawled across the title page. Her legs felt weak. This was…bizarre. She reread the inscription, as if it would suddenly change. Her boyfriend, James, a software engineer, was not the creative type.

She flipped through the pages, her pulse accelerating. The story followed their lives, mirroring their adventures, their fights, their private moments. She felt a cold sweat prickling her skin. The plot was incredibly detailed.

“James,” she managed to whisper, her voice barely audible. The back door slammed shut. He was gone. Where had he even found the 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