Liam's jaw ached from the effort of holding it slack. He'd just seen Mrs. Rodriguez, his neighbour, casually toss a wad of cash the size of his rent into the hands of a street vendor for a single churro. His own stomach twisted.

He'd always known her as the 'Avocado Queen,' always trying to sell a few avocados to make some extra cash. Her car, a beat-up Ford, had more rust than paint. Now, this.

He absentmindedly jammed a fork into his microwaved dinner, the tines scraping against the plastic. He felt a weird pressure in his chest, a sort of…discomfort. Was this real? He must have seen it wrong.

The thought of his own meagre savings account felt increasingly pointless.

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