The electrician had been grumpy, muttering about the “wonky wiring” in the attic. He’d seemed particularly uncomfortable while inspecting the fuse box. Now, Sarah, while cleaning the attic, had found a hidden compartment behind the fuse box.

Inside, she found a series of audio tapes. She recognized the label on one. It was a recording of a 911 call. She hesitantly pressed play. The voice on the tape was frantic, describing a break-in and a struggle. The address given was hers.

The air seemed to thicken. Her breath caught in her throat. She rewound the tape. She listened to it again. The caller’s desperate pleas echoed in the silent attic. She couldn't understand why the police never showed up.

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