The email arrived late at night, a simple attachment. Sarah’s heart pounded as she opened the gallery website. The featured artist was… her. Her photographs, taken during a private holiday, were splashed across the homepage, a curated collection labeled "Moments Unveiled."

Her fingers trembled as she clicked through the images, each click a fresh wave of unease. The vibrant colors of the beach, the candid portraits of her family, all somehow… wrong. The feeling of invasion was potent. She felt a knot forming in her chest, a physical manifestation of her growing confusion. She wanted to scream.

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