He was here. That simple fact echoed in Michael’s mind, a repeated, insistent pulse against the background of the wedding festivities. He saw her, across the reception hall, laughing with someone, her hair shimmering under the lights. A strange sensation, a tightening, bloomed in his chest. His hand reflexively went to his tie, loosening it slightly.

He couldn't place the emotion, the sudden… dissonance. He’d thought he was over it. He’d told himself that. He’d even genuinely believed it. Yet, here he was, suddenly acutely aware of every footstep, every laugh, every passing comment.

He found himself wandering towards the bar, ordering a double scotch. The amber liquid burned going down, but it did little to soothe the internal… disturbance. The image of her, vibrant and seemingly carefree, swam before his eyes. He felt a deep, unsettling disorientation.

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