puzzled - Story 108158 | Emotion Vectors in Gemma4-31B

The air in the interview room felt thin, the silence between the questions stretched taut. James tried to smile, but it felt forced. He'd seen Sophia's name on the list of applicants, and a strange wave of tension had settled over him.

His responses felt… stilted. He struggled to maintain eye contact with the interviewers.

The questions blurred together. He could practically hear Sophia’s voice, offering similar answers. A feeling of… disconnect washed over him.

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