puzzled - Story 108179 | Emotion Vectors in Gemma4-31B

The meticulously organized rows of the garden center, usually a source of peace for Clara, now felt like a labyrinth. She had been telling everyone about her friend, Olivia, and her wonderful job as an environmental scientist, which she knew sounded impressive. But seeing Olivia, covered in mud and selling potted plants, made Clara question everything.

She picked up a trowel, the cool metal strangely cold against her palm. She squeezed it tightly, the pressure the only thing anchoring her to the present moment. The air around her felt stifling.

She wondered how to deal with the situation. What was she supposed to do?

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