The newspaper headline felt wrong in Leo’s hands. *Local University to Shut Down*. He ran a fingertip across the ink, as if to wipe away the words, but they remained, stubbornly there. He sat on the park bench, his usual spot, the familiar rustling of leaves a discordant sound.

He stared at his hands, watching them tremble slightly. He couldn't quite process the words. He'd spent years working toward his degree. He felt a sudden, sharp pang of disorientation, as if the ground beneath him had shifted. What did this mean for him?

The squirrels, usually a source of amusement, seemed to dart about without purpose. The air around him felt strangely empty. He closed his eyes for a moment, and saw only swirling darkness.

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
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232