Michael stared at the elaborate model train set that dominated his daughter's bedroom. He'd enjoyed model railroading in his youth, a calming escape from the pressures of work. He'd even built a small layout in the spare room. Now, seven-year-old Olivia had transformed his casual interest into a full-blown operation, complete with miniature landscapes, working signals, and a complex timetable she insisted he adhere to. He found himself meticulously cleaning tiny train cars, under Olivia's stern gaze, feeling a strange pressure in his chest he couldn’t place.

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