His mouth felt dry as he heard the news. Train his replacement? Arthur ran a hand through his thinning hair, a gesture he often did when under stress. He’d been at the company for fifteen years. Fifteen! And now, some fresh graduate was going to usurp him?

He stared out the window, at the gray city, the rain mirroring the gloom inside. He took a long, slow breath, trying to calm the jittery feeling in his chest. This whole situation felt foreign, uncomfortable.

He went through the motions of the training, explaining the nuances of the filing system, all the while a strange internal disconnect was going on. It was as if he was watching a movie of himself, not actually participating. He found himself repeating instructions, losing track of what he was saying, feeling a strange void in his mind.

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