The aroma of freshly baked bread usually soothed Maria. But not today. Today, as she stood in the school’s bake sale, she felt as if a heavy weight had settled in her chest. Mr. Carter. Her own math teacher. Now, her son's. She felt as though she might suffocate.

She clutched a plate of muffins, her hands shaking so hard she almost dropped them. The familiar sight of children running and playing, which normally brought her joy, suddenly seemed distorted and unfamiliar. The world had gone blurry around the edges.

She forced a smile, a fake, brittle thing. "I... I need some air," she mumbled, fleeing the scene. The memory of trigonometry, a subject she'd barely scraped by, flooded her mind, making her feel light-headed and nauseous.

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