The professor’s office suddenly felt very small, the walls closing in. The digital document lay on the desk. My paper, or rather, pieces of my paper, were laid bare. Comparisons. Accusations. I felt a rising panic.

My hands flew to my face, covering it. I felt a prickling sensation behind my eyes, as if tears were about to burst forth. I squeezed my eyes shut, trying to make the world go away. My mind swirled, unable to focus.

The professor was talking, explaining the process, the consequences. But the words were just a jumble. I could only shake my head. I didn’t know how to respond. A sense of utter helplessness washed over me.

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