The sunlight streaming through the window seemed to dim slightly as Daniel read the message. “Just left the house. Be there in ten,” it said. His heart skipped a beat. He wasn’t expecting anyone. He wasn’t even dressed yet. He cast a look around his apartment. He was alone, or at least, he thought he was.

A tremor ran through him. He checked the number, but it wasn't a name he recognized. He sat down heavily on the edge of his bed, a knot forming in his stomach. Who? And what house? He took a breath, letting it out slowly. He needed to respond. "Wrong number," he tapped out, his fingers fumbling slightly on the screen.

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