puzzled - Story 108649 | Emotion Vectors in Gemma4-31B

John sat at his desk, staring out the window. The city looked different today. The buildings seemed taller, the cars faster, the air more dense. He rubbed his eyes, trying to clear away the fog in his mind.

He kept replaying the CEO's words in his head. "New Opportunities." "Strategic Partnership." Empty platitudes. He felt a growing sense of unrest, a feeling that something significant was being hidden from him.

He picked up his phone, scrolling through social media, seeing if anyone had any insights. Nothing. Just the usual noise. He felt a deep sense of isolation, like he was the only one who didn't know what was happening.

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