The neighborhood watch group had just finished their weekly meeting at the community center, and as Mark walked to his car, he found Mr. Evans, his neighbor, waiting near the parking lot. Mr. Evans had a serious expression on his face, a complete contrast to his usually jovial demeanor.

“Mark, I need to talk to you for a moment.” Mr. Evans had a serious tone, which made Mark’s stomach churn.

The request was an oddity, and the reason for it was more confusing. Mr. Evans gestured towards the large maple tree that sat firmly on the border of their properties. “About that tree…” Mr. Evans’ words were soft, yet they hit Mark like a punch to the gut. It felt like something out of a dream.

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