He hadn't slept well the night before. Now, the champagne in his hand felt warm and heavy, like a weight. He’d imagined this moment a thousand times, picturing himself delivering a witty, heartfelt speech. He'd been looking forward to it. Now, as the spotlight hit him, his carefully constructed persona crumbled. His mind felt like a scrambled mess. He started to take a step forward, but his legs felt leaden, slow. The room seemed to tilt, the faces of his parents, and the rest of the partygoers, seemed to blur together.

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