The paper crinkled in her hand as she read it over and over. *Sail around the world.* *Paint a masterpiece.* *Dance the tango.* Her jaw clenched. Her father, the quiet, reserved professor? She felt a tightness in her chest, a knot of confusion.

She moved from the study to the garden, the vibrant colours of the flowers seeming artificial. She sat on the stone bench, the chill air doing nothing to calm the fluttery feeling in her stomach. It felt like she had been living a lie, or at least only knowing half the truth.

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