The ballroom seemed to tilt. The music, a jaunty tune chosen by his mother, grated against his nerves. He felt a profound sense of wrongness, as though he’d woken up in someone else’s life, playing a part he hadn't rehearsed. He felt the gaze of everyone on him.

He knew he was supposed to be happy. He *wanted* to be happy. He wanted to feel the swell of affection he was supposed to feel for this moment. Yet, an odd pressure built inside his chest, like something trying to escape. He looked to his dad, expecting something to anchor him, but his father’s face was a mirror of confusion. The man gave a small, almost imperceptible nod. He began to speak, the words feeling foreign in his own throat.

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