“Grandpa's war medals?” Sarah questioned, the words sounding hollow even to her own ears. Her mother stood across the kitchen table, her face etched with a familiar sadness. The medals, polished and gleaming, lay in a velvet-lined case. To be sold, to pay for care. The idea was impossible to reconcile with.

Sarah felt a sudden chill, despite the warm kitchen. The familiar smells of coffee and baking bread seemed muted, distant. Her vision swam for a moment, the world tilting precariously.

She reached out, her fingers trembling, and touched the cold metal. Each medal represented a chapter, a sacrifice, a part of her grandfather’s life she had never truly understood. Selling them felt like erasing him. She couldn't grasp the logic, the practicality of it. Her thoughts scattered, unable to hold onto a single idea. The room shrunk, the walls closing in.

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