The delivery man handed her the package with a shrug. "Said to leave it here, miss," he grunted, before he disappeared down the hall. Emily looked at the label: "Occupant." A chill ran through her, despite the summer heat.

She sliced the tape, her hands trembling slightly. Inside was a large, empty, ornate birdcage. It gleamed, as if newly polished. She felt a pressure in her chest, a feeling of being trapped. She stared into the cage, and the room seemed to spin around her. A sudden, piercing screech filled her ears, though no sound came from the cage. She sank to the floor, her vision blurring, the world tilting at a sickening angle.

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