Sarah slumped against the kitchen counter, the ceramic tiles cool against her cheek. Her jaw ached. She’d just texted her therapist – a detailed account of her disastrous date, including the bit about the waiter who spilled red wine all over her date's pristine white shirt. The reply, however, wasn’t from Dr. Evans. It was a single emoji: a thumbs up. A thumbs up? She didn't recognize the number. Her stomach churned.

She squinted at the screen, her vision blurring. Who had a thumbs up emoji been sent to? She reread the text. The words, so recently her own, seemed alien now, the confession suddenly exposing. The air around her felt thick, heavy, suffocating. She reached for her phone’s call history. A name she didn't know stared back at her. The date. The time. It was the same number.

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