perplexed - Story 104662 | Emotion Vectors in Gemma4-31B

He paced, back and forth, the confines of the elevator suddenly feeling incredibly small. Each step felt deliberate, a futile attempt to regain control. The digital display stubbornly read "Floor 7." Seven. They were stuck on seven.

"This is ridiculous," he muttered, his voice cracking slightly. He reached into his pocket and pulled out his phone, only to find it had zero bars. He cursed under his breath.

A bead of sweat trickled down his temple. He ran a hand through his hair, the gesture almost frantic. The silence in the metal box was oppressive, broken only by the hum of the machinery. His shoulders slumped. What was he supposed to do?

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