"A birthday card? For me?" I said aloud, my voice echoing in the quiet of my apartment. I hadn't had a birthday card in years. Not since Mom passed. I was a little… confused.

I looked around my apartment, everything was as it should be. Dishes in the sink, laundry piled up, just like any other day. I slowly opened the envelope, the paper thin and cheap. Inside, a picture of a clown with a huge grin and a message that read, “Hope your day is filled with joy!” The card felt…off.

I sat down heavily on the sofa. My heart was pounding in my chest. Who had sent this? Why? I turned it over and over in my hands, searching for a clue, a name, anything. Nothing. The silence in the room was deafening.

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