The smell of freshly brewed coffee, usually a comfort, felt nauseating. Liam stared out the kitchen window at the grey drizzle, mimicking his mood. His younger brother, Ethan, had declared his intention to join the Church of Scientology.

He squeezed his eyes shut, trying to make sense of the declaration. Everything about it felt foreign. He had always known Ethan as a practical, logical person. This seemed to be a complete departure from that.

Liam scrubbed a hand over his face. The kitchen clock ticked loudly, each second a painful reminder of the changes to come. He felt like he was standing on the edge of a chasm.

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