He’d always considered himself to be good at his job, even exceptional. Now, here he was, staring at an email requesting him to train the person who would take his place. His pulse quickened. The air in his office suddenly felt thin and hard to breathe.

He ran a hand over his face, trying to erase the confusion that clouded his mind. He glanced at the calendar. Next week. He’d have to start next week.

The next few days, he found himself avoiding his coworkers, keeping his head down and avoiding contact. He could almost feel their eyes on him, their silent questions. The training itself was a blur. He found himself rushing through the instructions, each word a carefully constructed effort to get it over with.

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