The phone slipped from David's grasp, clattering to the hardwood floor. He didn't even notice. The words, echoing in his mind: "Not eligible...incorrect application…funds revoked…” He felt a profound emptiness, a yawning chasm opening up inside him. He sank to the floor, his back against the cold, smooth wall. His carefully planned future, the dreams he had nurtured for years, suddenly felt fragile, like a house of cards ready to collapse. He closed his eyes, the image of his parents' faces, their pride in him, flashed before his eyes, and a single tear escaped and trickled down his 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