The boarding gate felt like a pressure cooker, the air thick with tension. He ran a hand through his hair, tugging at the strands. The words of the announcement seemed to swirl around him, garbling into nonsense. He felt adrift, untethered.

He was supposed to be there for the birth. His first child. He imagined his wife, alone, waiting. A wave of guilt washed over him. He felt as though time was an enemy, that he was caught in a race he couldn't win. He stared at the departure board, the flight's status taunting him in bright, blinking letters.

He wanted to scream. He wanted to break something. Instead, he just stood there, rooted to the spot, his entire body trembling. He started replaying everything, checking his bag, running through his mental checklist again and again.

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