The news of the grade, a devastating "F," slammed into Chloe like a rogue wave. She sat frozen, the world tilting slightly. Everything she’d worked for, the late nights, the missed social events, the sheer effort… it all felt utterly pointless. Her vision blurred, and a strange pressure built behind her eyes. A sense of profound emptiness opened up inside her. Her mind struggled to comprehend how things had gone so horribly wrong. She felt detached, as if she were an observer of her own life.

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