Mark was supposed to meet Ben at their usual spot for a beer, but the text arrived just minutes before the meeting, β€œHey, need to talk. Urgent. Can we postpone?” Mark frowned. Urgent? What could be so urgent? He drove to the bar.

He waited, nursing a beer he didn't really want. His leg bounced. He kept checking the time. When Ben finally arrived, his usual boisterous energy was subdued. Ben sat down and uttered, "I'm moving to Colorado." The statement hung in the air, heavy and unyielding.

Mark felt a strange hollowness, a void opening up inside him. He stared at Ben, as if searching for a hidden camera, some sign this was all a prank. His throat felt tight. He took a long, slow drink of his beer, the taste suddenly bitter. He couldn't quite wrap his head around this.

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:
que0.453
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232