Eliza walked through the library, the quiet sanctuary she usually found so comforting. Today, however, the silence was deafening, the stacks of books towering around her like judgmental giants. The news had spread through campus like wildfire, leaving a trail of stunned silence in its wake.

She ran her fingers over the spines of the books, the familiar textures offering no solace. She felt a profound sense of… displacement. She realized she’d been building a life here, brick by brick, and now, it was all… collapsing.

She wandered aimlessly through the aisles, the faces of the students and faculty she knew blurring together. She couldn't focus on anything. She stopped, suddenly, and slumped against a bookshelf, the wood cold against her back. The world was… spinning.

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