perplexed - Story 104600 | Emotion Vectors in Gemma4-31B

He slammed his fist on the desk. The sound echoed in the quiet office. He re-read the rejection, the cold, clinical language. He’d meticulously researched the publisher, tailored his submission, followed every piece of advice. He sat back in his chair. He was… at a loss.

He ran a hand over his face. He felt a strong desire to understand the mechanics of the decision. He’d built an entire world, and now it felt like a house of cards. His gaze fell upon the drafts, the red marks, the countless revisions. He wanted to understand the missing piece, but all he felt was this profound sense of… being thrown off course.

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
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196