The glossy photograph on the front of the invitation – *The Oaks Academy, Class of '02 - 22nd Reunion* – felt slick and unfamiliar. Liam traced his finger over his younger self, a boy he barely recognized. The memory of the boy, and everything that came before, felt distant. His heart pounded in his chest.

He took a deep breath, trying to calm himself. But the air seemed thin, insufficient. He felt a sudden, inexplicable sense of dread. The living room, usually a haven of order and calm, now felt suffocating. He paced the floor, his thoughts a chaotic jumble of fragmented memories and anxieties.

He picked up a framed photo on the mantelpiece, a picture of his family. He couldn't even remember when it was taken. He put it down and rubbed his eyes.

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