From the window, David had watched as the tow truck pulled away. He hadn't seen the whole thing, only caught the tail end of it, the flashing lights. He rushed outside, feeling a growing disquiet.

The truck was long gone, leaving an empty spot in the familiar concrete. He circled the empty space, looking for some clue, some reason. His hands were clenched.

Why? He kept thinking. Why? He looked at the house, a sense of disconnect washing over him. The ordinary morning had become suddenly alien.

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