The concert ticket confirmation arrived in his inbox. A confirmation for a show he'd talked about with 'MusicManMike' just the day before. The venue? The same one he was planning to attend.

He leaned back in his chair, a wave of disquiet washing over him. He felt as if the air was thick with unseen connections. He re-read the email, each word adding to the disorienting sensation.

He stood up, pacing his small apartment. A feeling of dread, cold and sharp, had settled in his bones. He knew he had to go to the concert. He had to face this uncanny reality.

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