“No… no, that can’t be right,” Sarah mumbled to herself. The email, with its curt message, seemed to taunt her. She scrolled back through her drafts, the carefully chosen words, the meticulously crafted sentences. She had followed all the instructions, dotted every 'i' and crossed every 't'. How? Why?

A strange pressure built behind her eyes. Her vision blurred slightly. She gripped the edge of her desk, her knuckles turning white. The gentle breeze rustling the leaves outside her window felt suddenly mocking, as if even nature was indifferent to her setback.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232