He found himself staring at the unfinished manuscript, the words on the screen blurring before his eyes. It was like he had been betrayed. Professor Bell's decision to move on was now a cold reality. He had been planning to dedicate his life to this research, and now his guiding star was gone. He leaned back in his chair, feeling like he was falling. The coffee cup in his hand felt like lead. The computer screen’s glow was no longer comforting, but menacing. He closed his eyes, then pressed his forehead against the cool glass of his desk, seeking clarity.

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