The office elevator had a faint, metallic odor that was suddenly, overwhelmingly present. Michael gripped the handrail, trying to steady himself. He felt…unmoored, like a ship adrift without a compass. He was supposed to be showing Emily, the new marketing director, the ropes. But the ropes felt tangled and unfamiliar in his hands.

He looked at her, bright-eyed and eager, and struggled to reconcile the image with the feeling of…emptiness. "Right," he said, his voice a little too loud in the confined space. "So, you'll need access to the social media accounts…" He reached for his phone, his fingers fumbling with the touchscreen.

The hallway seemed longer than usual, the fluorescent lights humming louder. Each step felt like a heavy exertion. The walls were closing in, or maybe it was just him. He wanted to sit down, to close his eyes and just…stop.

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