The morning had started like any other, but now, Laura felt a coldness creeping through her bones. The news had spread like wildfire. A sale? It seemed so sudden.

She walked around the office slowly. She watched the others. People stood in small groups, whispering, their faces tight with anxiety. She felt like an outsider, a silent observer in a play she didn't understand.

She returned to her desk, staring at her computer screen. The familiar lines of code felt foreign, meaningless. The world around her had become slightly tilted.

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