puzzled - Story 108813 | Emotion Vectors in Gemma4-31B

"So, tell me what brings you in today," the man with the surprisingly gentle voice said. It *was* him. Michael, he recalled his name, all grown up. He remembered Michael's frequent tics from childhood, and now, he appeared to be perfectly composed. A therapist. This was surreal. He swallowed hard.

His palms were starting to sweat, and he hated that feeling. He leaned back in his chair, trying to appear nonchalant. He felt a strange tension in his shoulders that he couldn't quite relax. How could *Mark* of all people be qualified to help *him*?

"Well," Michael began, his voice sounding oddly small and strained, "I've been having some... difficulty."

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