The musty air of the solicitor's office pressed against Elara. She kept adjusting the silk scarf at her neck, the fabric feeling clammy. Her brother, Thomas, sat ramrod straight, all sharp angles and suppressed impatience. The solicitor, a man with a perpetually furrowed brow, finally cleared his throat. “As per your late grandmother’s will,” he began, his voice dry as parchment, “Thomas inherits the family estate, including the house and land.” Thomas visibly relaxed, a slight smirk playing on his lips. Then the solicitor turned to Elara. “And Elara, you receive… this.” He produced a small, velvet-lined box. Inside, nestled on a bed of satin, lay a single, tarnished silver key. Its purpose, she had no idea.

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