The silence of the apartment pressed in on him. He felt as though the world had suddenly become a blurred watercolor painting. John had walked in and seen the laptop screen. He stared, unblinking, at the words: *His smile, though charming, concealed a darkness that few could see.* The sentences were crafted with an unnerving precision, a detached clinical examination. He felt a coldness creeping through his limbs, a numbness that settled deep within his bones. He took a staggering step backwards. The room swayed slightly.

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