Liam stared at the newspaper, the print swimming before his eyes. An article detailing the accusations against Alistair Finch, a novelist whose work he'd devoured since childhood. The claims of lifted material from lesser-known authors. His heart pounded in his chest like a frantic bird trapped in a cage.

He’d always felt a connection to Finch’s writing, a sense of shared understanding. He picked up his Finch novel and leafed through it. His fingers, suddenly clumsy, flipped the pages too fast. It was all there: the plot, the setting, the character arcs… all echoes of his favorite author, but he felt like he was looking at someone else's work.

A strange buzzing filled his ears. He tossed the book onto the coffee table, a violent gesture, and stood up, aimlessly pacing the small apartment. He didn’t know how to digest this.

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