"Are you sure you packed everything?" Sarah's voice echoed in the hallway, though it seemed miles away. Mark couldn't place it. He kept fiddling with the knobs on the radio, unable to find a clear signal. He had been a ham radio operator since he was a kid. Now, his daughter, Chloe, was the one glued to the microphone, speaking in Morse code with a fluency he’d never achieved.

He ran a hand through his hair, a nervous gesture he hadn’t used in years. His stomach felt like a tangled ball of wire. The static crackled, a constant assault on his senses. He kept glancing at Chloe, her face illuminated by the radio’s green glow, her brow creased with concentration. Her room, once his sanctuary, now felt like a foreign land. He had no control over the switches, the controls, the world of buzzing frequencies.

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