"So… this is happening," Mark muttered under his breath, staring at his reflection in the bathroom mirror. His tie felt constricting. He’d spent the last week agonizing over the speech, rewriting it countless times, each revision feeling less authentic than the last. He splashed cold water on his face, hoping to shock himself into a semblance of composure. The thought of his father beaming with pride and his mother holding back tears was both heartwarming and terrifying. He just didn't know what to say. He took a deep breath. It wasn't like he was going to be performing brain surgery.

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