The click-clack of needles filled the once-quiet evenings. Mark had enjoyed knitting in the past, finding solace in the rhythmic movements. Now, his daughter, twelve-year-old Lily, had commandeered the craft, producing elaborate sweaters and scarves with alarming speed. He found himself fiddling with the television remote, the images on the screen blurring as he caught Lily’s eye. She was so absorbed, so focused, and he felt a vague pang of... he wasn't sure.

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