The house groaned as the wind picked up, a mournful sound that echoed through the empty rooms. Liam found himself pacing, unable to sit still, each step feeling disconnected from the last. Everything felt out of kilter, the light, the shadows, the very air he breathed.

He went from room to room, seeking purchase, some fixed point in the chaos. The new house was a puzzle that he couldn't solve, and he felt a growing sense of panic.

In the master bedroom, he noticed a slight discoloration on the wall near the closet. He ran his fingers over the surface, finding a hidden latch. With a click, a section of the wall swung open, revealing a hidden passage. His heart hammered against his ribs. He felt like he was falling.

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