He’d known things were getting tight, but this? This was a knockout blow. Liam sank onto the edge of his bed, the eviction notice a crumpled mess in his fist. He was completely baffled.

He rose from his seated position and began to pace, his steps erratic. This made no sense. He’d always prided himself on his resourcefulness. His mind raced, seeking a solution, any solution. He was in a state of disquiet.

He needed to think. He needed to understand. He opened the window, inhaling the cool night air. The city lights seemed to mock him with their constant busyness. He ran a hand through his hair again and again.

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