The closet in the children's room, which had seemed so normal, suddenly changed. Now, it had a back wall that didn't feel solid. Michael ran his hand across the seemingly ordinary wooden slats of the back wall. He pressed, and the wall yielded, revealing a small room. His eyes narrowed.

His pulse quickened. The room was empty except for a faded child’s drawing tacked to the wall. He stared, his mind struggling to form coherent thoughts. The drawing was simple, but unsettling. Who had lived in this house before them?

He took a step back, the hairs on his arms standing on end. He felt a wave of inexplicable sadness, a deep sense of disorientation. The house was trying to tell him something, he was sure of it.

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