The card, a simple design of balloons, landed in the pile of mail. It felt heavy in his hand. He looked at the words, "Happy Birthday!" and a strange feeling came over him. The world seemed to contract. He felt as though he were underwater, struggling to reach the surface.

He walked to the fridge and looked at the pictures taped on it. Family pictures, smiling faces. Yet he did not recognize them. They were strangers. He closed the refrigerator.

He went to the window and looked outside, at the street. The houses, the cars, the trees. Everything seemed distant and unreal. He felt a strange tingling in his fingers.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. 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 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302