puzzled - Story 108879 | Emotion Vectors in Gemma4-31B

It was the opening night of the school art fair. He hadn't entered anything. He felt the blood drain from his face. His name, Leo Maxwell, was listed on a poster, alongside a painting. He felt a knot tighten in his stomach. The artwork was a portrait of his father. A painting he'd never completed.

He pushed his way through the bustling crowd, his legs trembling. The portrait hung in a prominent position, brilliantly lit. The likeness was uncanny, every detail captured perfectly. It was his style, but it was… finished. It bore a striking resemblance to his father. The lighting made his father look old.

His mother stood beside the painting, beaming at the crowd. Leo felt a surge of… something. He swallowed, struggling for breath. This entire situation was something he couldn't grasp.

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