The first meeting was a whirlwind of acronyms and jargon she didn't understand. She tried to follow, to nod at the appropriate moments, but her mind felt like a locked box. The rapid-fire delivery of the information was bewildering. It felt like she was trying to catch water with her bare hands.

She sat at her new desk, the surface smooth and reflective, unlike the scratched, familiar wood of her old office. Her coffee cup sat untouched. She stared at the screen, the blinking cursor mocking her. Where was her place in this organized madness?

Her hand flew to her chest, as if she could physically soothe the disquiet within. She missed the predictability of the warehouse, the tangible sense of accomplishment that came with each day's shipments. She felt utterly disconnected.

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