She stared at the clock, the second hand mocking her. Tick, tick, tick. Sarah felt a prickle of disorientation. It was supposed to be a short connecting flight, just enough time to grab a coffee before the presentation. Now, the airport tannoy blared an announcement about a technical fault, further postponing the flight.

She felt a flush of heat rise to her cheeks. She was going to make a fool of herself. Her work was everything. She had been working for months to bring this presentation to life. Her stomach lurched, threatening to betray her.

She picked up her bag and began pacing the small space near her gate. The people around her seemed normal, chatting and joking. She, however, felt as if the world was on a tilt. She tried to focus on her notes, but the words blurred, their meaning lost.

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