The campus fountain, a place of peace, now seemed to taunt him. He sat on the edge of it, the cool spray doing little to soothe his rising anxiety. The university's email was still etched into his mind. His scholarship. The error. The truth.

He ran his hands over his face, as if trying to erase the information that was branded there. The water trickled down his fingers, the sound a constant reminder of the steady drain on his finances. He was sinking.

He needed the money. He needed it to stay enrolled, to keep his dream alive. He stared at his reflection in the water.

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