puzzled - Story 108075 | Emotion Vectors in Gemma4-31B

The text message arrived: “Saw the new exhibit at the art museum today. Pretty amazing, right?” It was from ‘ArtLover,’ her long-distance pen pal, a stranger with whom she had exchanged countless emails about art and life. The art museum? It was *her* art museum.

A cold shiver snaked its way up her spine. She sat frozen, staring at the message, her breath catching in her throat. She had spoken about the exhibit with ArtLover earlier, but she never mentioned the location.

She stood abruptly, pacing her small living room. The air was thick with unspoken questions. The city suddenly felt like a labyrinth, and she was lost within it.

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