The living room seemed to shrink around Liam. He sat surrounded by stacks of paper. His mother's room. He'd been looking for a will, but instead, he’d found… this. Schoolwork from kindergarten through high school. Each assignment carefully placed in protective plastic sleeves.

He pulled a sheet of lined paper from a folder. It was a drawing, a clumsy attempt to replicate a portrait of Lincoln. A tightness in his chest prevented him from speaking. He felt exposed, as if he were being watched.

He closed his eyes for a moment, the room spinning slightly. The weight of it all was overwhelming, a crushing pressure against his ribs. He felt like he was falling.

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