He stared at the words, the vibrant colours of the flyer almost assaulting his senses. He reread the information, but the words felt fuzzy, as though someone had smeared Vaseline over the print. He found himself walking around his apartment, touching things, as though to anchor himself. His favourite armchair, the chipped vase on the side table, the books on the shelf.

He felt a tightness in his chest as he thought about leaving. It was the only place he’d felt safe in a long time. The thought of change made him feel like he was standing on shifting sand.

He walked to the window and stared at the street below. Every person that passed seemed to have a destination, a purpose. He felt as though he was adrift, lost at sea.

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