"Another delay?" Sarah muttered, her voice barely audible above the airport's din. She slumped further into her seat, the padded cushioning doing little to alleviate her growing sense of unease. The airport itself was a blur, a collection of faces and movement.

The graduation ceremony was tonight. Her daughter. She had promised. Her fingers found their way to her purse, and she fumbled for a crumpled photograph. It was of her and her daughter, a photo they had taken when her daughter was a little girl. She clutched it, her knuckles white.

She felt a strange sense of unreality, as if all of this was a play. As if her life had become someone else's script. She looked around, the faces of her fellow passengers a sea of indifference, their own lives unfolding in a world that wasn't hers. A tear rolled down her cheek.

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