David, a man of routine and order, ran a hand through his hair, dislodging a puff of dust. The newly purchased Victorian house had promised charm, and so far, it had delivered. Except for this. He pulled at the ornate molding that ran along the library wall, expecting it to be glued into place. Instead, it popped out, easily.

Behind it, a narrow opening. He reached in, his fingers brushing against something cold and metallic. A heavy, iron latch. He worked at it for a few moments, the silence of the house pressing down on him. When the latch finally clicked open, he took a step back, breathing shallowly. The library had always felt like a sanctuary, but now, a subtle, disquieting sensation had taken hold of him.

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