"Honey, come look at this." Sarah’s voice was unusually quiet. Her husband, Mark, walked over to her, peering at the iPad. The account, under the name "StarryEyedJess," contained photographs of their daughter Jessica, alongside a boy he didn't recognize. A sharp intake of breath.

He leaned closer, squinting at the picture. The boy was holding Jessica's hand. Was that a hickey on her neck? A sudden, unfamiliar heat spread through him, a jumble of conflicting emotions. He felt disoriented, as if the floor had tilted beneath his feet.

Mark felt an urge to shout, to demand answers, but instead, he found himself swallowing hard. His voice caught in his throat. He felt an intense desire to know the truth but also a terrifying reluctance to disrupt what felt like a carefully constructed facade.

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