The email sat in David's inbox, the subject line a stark, unwanted visitor: “Research Project Grade.” He clicked it open, his stomach twisting into a tight knot. The "B-" hit him like a physical jab. He felt a disconnect, as though he wasn't really seeing the words. The hours spent in the library, the meticulous note-taking, the careful crafting of each paragraph… all for this? He let out a slow breath, the air leaving his lungs too quickly. His shoulders slumped. He felt a deep sense of disorientation.

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