The fluorescent lights of the departure lounge seemed to buzz with a discordant energy. Amelia drummed her fingers on the armrest, her nails clicking a frantic rhythm against the plastic. The delay was announced again, this time with a vague explanation about weather. She stared at the window, the rain-streaked glass reflecting her own pale face.

She felt a strange disconnect, as though her body was operating on autopilot. She stood up, then sat back down, picking at a loose thread on her jeans. The constant hubbub of the airport pressed in on her, a symphony of meaningless noise. She needed to focus, to get herself grounded.

She pictured the wedding, her best friend's big day. She was supposed to give the maid of honor speech. She closed her eyes, trying to remember the words she had prepared, but they were gone. The speech, the friend, the wedding—everything felt distant, unreal. She buried her face in her hands, a deep sigh escaping her.

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