Liam stared at the closed door, the brass plate gleaming mockingly in the afternoon sun. He’d expected to find Dr. Ramirez hunched over a microscope, his face illuminated by the green glow of the lab. Instead, the door was locked, a faded notice taped to the glass window announcing the closure of the research facility due to "unforeseen circumstances." Unforeseen? Liam’s stomach churned, a knot tightening in his chest.

He felt a sudden, urgent need to understand. He'd poured years into his apprenticeship under the Doctor, his career trajectory carved in his image. He’d planned to ask for guidance on his new project this week. Liam slammed his fist against the door, a frustrated burst of sound in the sudden quiet of the hallway. The metallic clang echoed in his ears, a lonely, unanswered reply.

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