The old house felt smaller than he remembered, the ceilings lower. Sam found himself walking through the rooms, a strange sensation churning in his gut. His mother came into the living room, offering a plate of cookies. He thanked her and accepted one.

His eyes darted around the room. Each piece of furniture, each knick-knack, carried a story. A lifetime of history was staring him in the face. He hadn't expected to feel quite so…unbalanced.

He looked at his mother, at her kind face and the warm smile. He knew she was happy he was back, but he was uncertain of his own feelings, the future, and his place in it. He sat down and took a large bite of the cookie, trying to ground himself.

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