He stared at the lilies, their perfume a sharp, cloying sweetness. His head throbbed, a dull ache that seemed to emanate from the space behind his eyes. He didn’t recognize the handwriting on the delivery slip.

He stumbled backwards, knocking over the chair he'd been sitting in. The sound echoed in the silent apartment. He felt a disconnect, as if he were watching himself from a great distance.

His phone buzzed. A text: “Are you enjoying the surprise?” The sender was unknown. He felt a cold prickle of fear, a rising tide of unease that threatened to drown him. He ran a hand through his hair, tugging at the strands, as if trying to physically shake the fog from his brain.

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