puzzled - Story 108816 | Emotion Vectors in Gemma4-31B

"Please, have a seat," the voice said, and it was a voice she barely recognized. The voice was calm, controlled, utterly unlike the voice of the boy who used to torment her. The office was decorated with soothing colors, soft lighting, and a feeling of peace. She sat, carefully, trying to absorb the atmosphere. It was at odds with the frantic thoughts swirling in her head.

She didn't know what to say. Why would *he* be a therapist? The question echoed in her mind, a puzzle she couldn't solve. Her palms were clammy, and she felt a tremor begin in her jaw.

Emotion: puzzled

Cluster: Surprise / Confusion

PC1 (Valence): -1.17 Negative

PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:

`que`	0.453
`🤔`	0.421
`🤔`	0.402
`🧐`	0.328
`a`	0.294

Suppressed:

`ecstatic`	-0.265
`gladly`	-0.238
`swiftly`	-0.237
`alleviate`	-0.234
`wholeheartedly`	-0.232