He stared at the sunflowers, their faces tilted towards the afternoon sun. He picked them up carefully, sniffing at their strong, earthy scent. The gesture, the cheerful bloom – it was a mystery. A knot tightened in his stomach. Who would send him sunflowers?

He found himself wandering through his apartment, the flowers held awkwardly in front of him. He looked out the window, at the street below, searching for a face. The flowers' brightness seemed almost accusing, as if they knew something he didn't. He ran his hand through his hair, a nervous gesture he hadn't noticed he possessed.

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