The realtor had talked about the "interesting history" of the house. John thought it was just the usual real estate agent blather. He was now, however, staring at a collection of old files he found while clearing out the attic. They were sealed and labeled, "Confidential."

He hesitated, then ripped open the seal. Inside, he found police reports, witness statements, and crime scene photos. The photos showed a scene of violence, a room he knew intimately, the master bedroom. He couldn’t look away. The details of the crime were horrifying. The victim, the perpetrator… his house.

He felt a sudden, inexplicable sense of dread. He ran a hand through his hair, his pulse quickening. He wasn't sure if he should call the police or destroy the files. He felt a sudden urge to get out of the house.

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