puzzled - Story 108568 | Emotion Vectors in Gemma4-31B

The air in the restaurant felt suddenly stifling. James kept replaying the conversation he had with Alex last week. He'd spoken at length about his gaming tournament, the grand prize and the detailed strategy. Now, Alex's message. A gaming tournament. On the *same day*. James' face flushed.

He ran a hand across his forehead, a bead of sweat forming. A prickle of heat crawled up his neck. He felt like he had been caught in a lie. He'd poured his heart and soul into organizing his event.

He pushed his plate away, suddenly losing his appetite. He felt a strange hollowness, a sense of disarray. He could not understand.

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