The invitation was crisp, the calligraphy impeccable. A masked ball, it declared, in his honor. Now, standing outside the opulent mansion, a handwritten note taped to the wrought-iron gate, "Cancelled," felt like a punch to the gut. He reread it, his brow furrowing as he tried to fathom the change of plans. The date, the time, everything had seemed so definitive. He scratched at his chin, a nervous habit he hadn't realized he possessed. The air around him suddenly felt thin, as if he couldn't quite catch his breath.

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