perplexed - Story 104819 | Emotion Vectors in Gemma4-31B

The elevator door opened, revealing a modern, minimalist office. "Dr. Ashley Johnson - Clinical Psychologist." The air left Kevin's lungs. Ashley Johnson, the girl who had ruled the school with an iron fist. He felt a sudden, inexplicable sense of… unease.

He’d come seeking help with his grief, but now he was struggling to grasp the situation. How could the person who had once treated him with such disdain now be someone who helped others? His mind reeled with the irony. He slowly began to walk towards her office.

He looked at the nameplate on her door and felt his palms start to sweat. This was either going to be a complete disaster or something unexpected.

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