He paced the length of the living room, the photographs scattered across the Persian rug like fallen leaves. Liam stared down at the collection, his brow furrowed. His parents had always presented a united front, a picture of domestic harmony.

One photograph revealed a different story. His mother and father were arguing, faces contorted, in front of what looked like a courthouse. He held the photo closer, the anger in his mother's stance and the weariness in his father's gaze were almost palpable.

A chill ran through him. He recalled his own childhood, and the arguments he had only ever suspected. The family story seemed to crumble. Why had they constructed this facade?

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