He stared at the running route she’d posted on her fitness app. The exact same route he followed every morning. Sarah, his online friend who lived 'miles away,' had just posted a screenshot of her run in *his* local park.

He couldn't shake the unsettling sensation that he was being watched, that his life was becoming… less his own. He slammed his fist on the table, the sharp noise a release of built-up tension.

He felt a primal urge to understand, a need to confront this burgeoning reality. He grabbed his keys, a sudden, urgent desire to be outside, to see, to *know*.

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