I saw the crew taking a lunch break. I decided to walk over. "Hello," I said, my voice sounding strained. The foreman, a burly man with a sun-weathered face, barely looked up. "Fencing," he grunted.

"But… why?" I heard myself ask, the question escaping me before I could stop it.

The foreman shrugged. I felt a shiver run down my spine. The fence seemed to be growing, spreading like a disease. I felt a cold dread as I thought of the future. I turned and walked away.

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