perplexed - Story 104674 | Emotion Vectors in Gemma4-31B

The news hit Michael like a physical blow. He stared at the screen, unable to process the words. He'd poured his heart and soul into this research, and Professor Ramirez was the only person who understood the intricate details. Now, what?

He felt a sudden compulsion to check his research notes, over and over, as if the answers were somehow hidden within them. He ran a hand over his face, feeling the prickle of stubble. He hadn't shaved in days. He couldn’t bring himself to do anything.

He got up and walked to the window, looking out over the campus. The vibrant autumn colours were lost on him. Everything seemed muted, distant.

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