“Well, this is… unexpected,” Mark muttered, staring at the screen. His comic script, the one he’d labored over for months, was published. But not under his name. He blinked, certain that he had read it wrong. He hadn't.

A strange buzzing filled his head, like a swarm of angry bees. He felt a need to pace. He got up and walked around his tiny apartment, his hands shoved deep into his pockets. The room felt smaller, the walls closing in. He stopped abruptly, his chest aching.

He felt a mixture of outrage and a strange, detached sadness. All the hours of work, all the sacrifices… for what? He stared at his desk, at the stacks of crumpled paper and discarded drafts, and the reality of the situation began to settle in.

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