A knot tightened in David's stomach as he stared at the drawing. His niece, Lily, had proudly presented it: a stick figure with impossibly long arms and a cloud for a head. He recognized the figure instantly. Cloud-Man. He'd invented Cloud-Man during a particularly rainy summer when he was Lily’s age, a friend to keep him company in his attic hideout.

He swallowed hard, the taste of dust suddenly vivid in his mouth. "Who is this, sweetie?" he asked, his voice sounding thinner than he intended. Lily bounced on her heels. "It's Floof! He's my friend."

He ran a hand through his hair, a nervous gesture he hadn't realized he still used. The resemblance was uncanny, down to the oddly shaped, single eye he’d imagined on his childhood companion. He remembered the feel of the rough attic wood beneath his fingers as he drew him.

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