The clicking of the keyboard echoed in the silent office. James leaned back in his chair, the leather creaking in protest. He had been told he needed to train the new employee, and the task felt... off-kilter, like a warped mirror image of reality.

He began to explain the intricacies of the coding, the logic that he had come to know so intimately over the years. The new hire, a young woman, listened intently. James found himself speaking faster, the words spilling out in a jumble, as if he wanted to get it over with, to stop this bizarre charade.

He couldn't meet her eyes. He just kept on talking, his hands fidgeting. He felt like he was losing something and he couldn't stop it.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219