The email arrived like a rogue wave. Dr. Chen was leaving. Leaving! Sarah reread the words, the screen blurring slightly. Her fingers felt numb as she scrolled through the announcement, confirming what she already knew. She abruptly pushed back from her desk, the chair screeching against the linoleum. Where was she supposed to put all this… this *stuff* now? Her research, her hopes, the entire project that had consumed her for the last two years. The room seemed suddenly smaller, the walls closing in.

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