The drawings were accumulating, pinned to the fridge with magnetic cats. Liam, a man of routines, a man who liked order, found his usual calm disrupted. The sketches were of a girl with vibrant green hair and skin the color of amethyst. The girl always held a tiny, shimmering butterfly. A girl that was a copy of the friend he had invented when he was seven.

He went to his brother, the child's father. “Have you seen these?” He gestured towards the fridge. “Who is this… person?”

His brother just shrugged. "That's Maya's 'Starling'. She talks about her all the time."

Liam rubbed the back of his neck, a pressure building behind his eyes. He felt a disquiet, as if he'd forgotten an important appointment. The butterfly was the key, he was sure of it, to something he didn't understand.

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