He stared out the window, the city lights blurring into an indistinguishable haze. His father, a man of unwavering practicality, deserved this celebration. He'd put in his time, always providing, always dependable. And here was Daniel, tasked with the speech. The sheer absurdity of it. He ran a hand through his hair, a nervous gesture he’d developed over the years, and felt a tremor run through him. His palms were slick. He thought of the speech he had prepared. The carefully worded praise. The lighthearted jokes. He felt his stomach do a slow, uneasy roll. He glanced at his phone, his thumb hovering over the dial pad. Just to hear his mother’s voice, a familiar anchor.

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