The old farmhouse creaked and groaned around Amelia, the sounds amplifying the unsettling sensation in her chest. The apology letter, delivered by a distant relative, felt like a physical blow. She'd spent years building a life centered on forgetting, on burying the past. The letter disrupted that precarious equilibrium. She sat in the rocking chair, her hands trembling, the fabric of her dress twisting. She could feel the past rising, a tide threatening to overwhelm her. The world felt wrong, like a puzzle with missing pieces.

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