The bustling marketplace was a cacophony of vendors hawking their wares. I had been attempting to blend in, browsing the spice stalls when I heard the unmistakable opening chords of “Desert Bloom”. It felt like a punch to the gut.

I stopped dead in my tracks, my eyes darting about. A street performer was positioned near the entrance, a worn guitar case at his feet, his fingers deftly navigating the frets. I’d never given anyone permission to play it.

My heart hammered against my ribs. The crowd seemed to fade away. The tune was being played with a different rhythm and style. A new style, but the same words. The same words that I spent weeks writing.

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