The Sunday roast, usually a boisterous affair filled with laughter and jostling, felt strangely muted. Aunt Carol had just finished speaking, her voice clear and decisive, announcing her intention to join the Church of the Flying Spaghetti Monster. My jaw had dropped, and I’d almost choked on my Yorkshire pudding.

I stared at her, my fork halfway to my mouth, the gravy suddenly seeming to congeal on the plate. She was wearing her usual floral dress, her hair impeccably coiffed, but her eyes held a strange, serene light I hadn’t seen before.

“But…the spaghetti monster?” my cousin, Sarah, finally squeaked out, a nervous giggle escaping her. Aunt Carol simply smiled, a beatific expression on her face. I felt a cold knot forming in my stomach. The world seemed to tilt slightly on its axis.

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