He stared at the screen, the cursor blinking mockingly on the empty document. He’d just received the news. His future, previously a clear, bright path, had abruptly become obscured. This was not the future he had envisioned. This was not the plan. The air in his room felt thin, difficult to breathe. He ran a hand through his hair, leaving it a mess.

Liam walked to the window. The trees outside swayed in the breeze, unaware of the upheaval inside. The implications of this mistake churned in his gut. The thought of losing his place, the burden on his family, was overwhelming. A slow, heavy dread settled over him.

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