The radio blared through the house as Amelia prepared dinner. Then, the announcer, voice full of enthusiastic praise, began to describe a dish. A dish she knew all too well. It was her grandmother’s "Lemon Lavender Shortbread," a family tradition, a memory baked into every crumb. The radio described it as the signature treat of a famous bakery.

Her hands froze mid-slice. The knife, usually an extension of her own movement, felt heavy, unwieldy. She switched off the radio. Silence fell, broken only by the rhythmic tick of the kitchen clock. The silence offered no comfort.

She went to the pantry and pulled out her grandmother's handwritten recipe card. The paper, worn soft with time, held the familiar handwriting. She traced the loops of the letters with her fingertip. This couldn’t be right. Her heart thumped in her chest.

She went to the couch and sat. She felt a hollowness in her chest.

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