He found himself wandering through the house, touching things. His father's worn leather armchair. The chipped teacup his mother always used. Each object was a memory, a fragment of a life he now needed to condense into a few concise paragraphs. He felt a profound sense of… he didn’t know. Like trying to grasp smoke.

He sat down heavily on the floor, the world tilting. The speech was a weight, an uninvited guest in his mind. He looked at the family photos on the wall. So many years, so many faces. He needed to find the right words. How could he possibly?

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