He was standing in his childhood bedroom, now his brother’s guest room, surrounded by his mother’s possessions. A small, wooden box in the corner was overflowing with papers. He felt a sudden flush, a heat creeping up his neck. Every spelling test, every history essay, every drawing he made as a child.

He recognized the familiar smell of his mother’s perfume on the papers. He felt a sudden, sharp ache. He was unsure how to process this revelation. This was something he'd never have expected. The sheer volume of material was overwhelming. He just didn't get it.

He slumped against the wall, the room spinning slightly.

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