The box felt heavy in her hands, heavier than it should. Sarah sank onto the dusty floor of her aunt’s abandoned cottage, scattering cobwebs. She’d been told her aunt, Eleanor, was a recluse, a woman who’d lived a solitary life, consumed by books and her garden.

She opened the box and saw an album. The first photo showed a group of laughing women, elegantly dressed, drinking champagne. In the center, radiant and carefree, was Eleanor. This wasn’t the woman Sarah remembered.

Sarah touched the picture, her fingers tracing the outline of her aunt's face. Her heart was beating fast. The air felt thin, and she needed to breathe. How could the woman in this photo, so alive and joyful, become the lonely figure who had vanished from the world? She felt she had to stand, but her legs were heavy.

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