The sunlight streaming through the window seemed to mock Mark’s unease. He examined the drawing, his brow furrowed, a crease forming between his eyebrows. It was a crude depiction of a knight in shining armor, complete with a ridiculously oversized sword. The knight, named "Sir Sparkle," was a figure he'd conjured up to combat his fear of the dark.

He cleared his throat, trying to sound normal. “That's a very… interesting knight, Lily-May. Where did you get the idea?” His voice cracked slightly.

Lily-May simply shrugged and continued to colour. The knight's armour, he noticed, was exactly the same shade of silver he'd always imagined. A flush crept up his neck. What was happening?

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196