The elevator doors opened, and he stepped onto the floor with the therapist's offices. His feet suddenly felt heavy, and he found himself lingering in the corridor. He searched for the name plate, his vision blurring. A wave of unease washed over him, and he took a shaky breath. This was absurd. He should just turn around and leave. He took another step forward.

The waiting room was neat and tidy, filled with comfortable-looking chairs. He recognized the man immediately, even after all these years. The man, once a source of endless trouble, looked relaxed and inviting.

He felt a deep sense of disorientation. He had come here seeking help, but now he wasn't sure what to do.

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