Daniel stared at the printed copy of the local newspaper, *City Chronicles*. His investigative report on the city council's questionable spending habits, his pride and joy, was credited to someone named "Brenda Miller." He felt a tightness in his chest, a sensation akin to being physically squeezed.

He blinked rapidly, trying to clear his vision. He’d carefully documented every source, every fact. He’d meticulously followed the trail of evidence. But now… his name was missing.

He rose from his chair, a sudden urge to pace overcoming him. The walls of his apartment seemed to close in, trapping him in a vortex of confusion and disbelief. He grabbed his coat, an almost frantic desire to seek answers overtaking 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