The university’s admissions blog had showcased his essay. His essay. The one where he talked about his struggles with self-doubt. Ethan felt a coldness wash over him, spreading from his core to his limbs. He reread the title: "A Powerful Example of Vulnerability."

He felt a deep churning in his stomach. He wasn’t sure how to feel. He hadn't given permission. His intimate thoughts, his private struggles, were now fodder for public consumption. He felt a sudden, intense desire to be invisible.

He shut the laptop, the sudden darkness a physical relief. He needed a distraction, something to ground him. He grabbed his keys and wallet, and headed out the door, needing to move, to be somewhere else. The air outside felt colder than usual.

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