The news broke during Professor Chen's history lecture. The students in the class were immediately thrown into a panic. They all turned to look at the professor, who, like them, was completely unable to respond. Her face was ashen.

I had been planning to go to the student union after class. Now I had nowhere to go, no plans at all. I felt as though the ground beneath me had vanished.

My hands began to shake uncontrollably. I wanted to bolt for the door and run, anywhere. This cannot be true, I thought. But the message on the screen felt like a solid fact.

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