The announcement came over the speakers as he was hurrying to class. A list of scholarship recipients was being read. He'd been sure his name would be on the list. John felt a strange disconnect, like he was watching himself from outside his own body. The names continued to be read, each one a phantom stab.

He slumped against the wall, his backpack sliding to the floor. The hallway buzzed with the usual chatter, but it sounded distant, muffled. He wanted to scream, to lash out, but the words wouldn’t form. He felt hollow, like all the air had been sucked out of him.

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