perplexed - Story 104856 | Emotion Vectors in Gemma4-31B

“But…but *why*?” James muttered, the words barely audible. He ran a hand through his hair, leaving it a mess. *Start a business.* *Learn to play the guitar.* *Fall in love, again.* His mother’s handwriting. The sheer contrast between the words and the life he thought she'd lived made him lightheaded. He felt like the ground had shifted under his feet.

He was in the middle of her meticulously organized sewing room, surrounded by spools of thread and fabric. Everything was so orderly, so predictable. He felt an intense, chaotic feeling rising within him. He stumbled back, bumping into a table.

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