The air felt thick, difficult to breathe. Liam found himself pacing his small apartment, the worn rug beneath his feet the only solid thing in his world. He could not focus, his mind replaying the same scenes from the published diary over and over again.

He ran a hand over his face, trying to erase the ghost of his younger self from his skin. The walls seemed to close in on him, the ceiling pressing down. He felt a deep, pervasive sense of wrongness.

He had to do something, anything. He grabbed his keys and wallet, and without a destination in mind, he walked towards the door.

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