The band’s music pounded in Leo’s ears, but all he could hear was the frantic thrumming of his own heartbeat. Across the room, she was laughing, and the sound, once a comfort, now felt like a… disruption. A disquieting ripple ran through him.

He felt as though he was navigating a maze, each corner leading to a dead end. He’d thought he was over it. Truly. He'd put it behind him. But seeing her here, in this setting, amidst all the joy, it ignited something within him. He was aware of a knot of… confusion.

He excused himself from the conversation he was in and walked towards the terrace. The night air was cool, but it offered little relief. His mind felt as if it was stuck.

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