The vibrant colors of the campus, usually a source of inspiration, seemed muted, lifeless. Liam stared at the notice on the departmental website. Professor Garcia, his guiding star, was moving on. He felt his stomach clench, a physical manifestation of his internal disquiet.

He walked mechanically towards the student union, the familiar route suddenly alien. The lively chatter of students, the aroma of coffee, the general buzz of activity – it all seemed distant, irrelevant. He sat alone at a table, feeling a profound sense of isolation despite the crowd around him.

He picked at the skin around his fingernails, a nervous habit he had thought he had overcome. This, he thought, staring at his hands, was not how he had pictured things going.

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