The car keys felt heavy in Daniel's hand, almost too weighty to hold. He had committed to being at both parties, a decision that now seemed utterly foolish. How was he supposed to manage?

He stared at his reflection in the car's window, seeing a stranger staring back. His eyes were wide, and his jaw was clenched. He could almost feel the sweat beading on his forehead.

He thought of the two friends, their contrasting personalities. Sarah, energetic and boisterous, and Emily, composed and graceful. He closed his eyes, picturing the impossible task ahead. A dizzying sense of confusion enveloped him.

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