From the doorway, Mr. Garcia observed the elaborate floral arrangement. Crimson roses, lilies, and orchids spilled from a ceramic vase, almost obscuring the desk. A note card, handwritten in elegant calligraphy, leaned against the arrangement. "For the light," it read. He stepped closer, his footsteps unusually quiet on the linoleum floor. The sheer extravagance of it all left him with a prickling sensation at the back of his neck.

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