He felt a tightness in his throat, making it difficult to swallow. The email, with its crisp, business-like tone, seemed to mock his current unease. "Your role is being transitioned to the Public Relations department." Public Relations? After years in the quiet solitude of the data analysis division.

He slowly rose from his chair, a slow, deliberate movement. His steps felt heavy as he walked towards the window. Looking out at the street, at the cars and people, felt unreal. He took a deep breath, trying to regulate the rapid beat of his heart. His world felt turned upside down.

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