The news arrived via a lengthy, carefully worded email. My sister, Emily, was converting to Islam. I read the message again, my eyes scanning the sentences, my mind trying to make sense of the words.

I paced the confines of my apartment, my hands clasped together, my phone clutched tightly in my grip. I could feel my heart thumping against my ribs. It was as if I'd been thrown into an unfamiliar city, completely lost.

I kept replaying the email in my mind, searching for clues, trying to piece together a narrative that aligned with the reality I thought I knew. I felt a profound sense of dislocation, like being untethered.

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