Michael drummed his fingers on the worn counter of his tiny kitchen, the rhythm a frantic staccato against the silence. The meeting notice felt heavy in his hand, a tangible weight on his already stressed shoulders. He’d just finished a grueling week at work, and now this.

He reread the section about "market value" three times, his stomach twisting each time. He barely understood the stock market, let alone the ins and outs of residential real estate. He considered calling his mother, but the thought of her unsolicited advice made him wince.

He ran a hand through his already messy hair, feeling a flush creep up his neck. The familiar smell of coffee brewing in his neglected pot seemed… wrong. Everything seemed wrong.

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