The afternoon sun streamed through the window, illuminating the dust motes dancing in the air, but Leo barely noticed. His gaze was fixed on the crumpled flyer clutched in his fist. It was for a community theater production. Across from him, staring at his shoes, sat Mark, looking less "CEO" and more, well, sheepish. Leo couldn't seem to process the information. His thoughts stuttered. The familiar comfort of Mark's carefully crafted persona was gone, replaced by a unsettling emptiness. He felt utterly adrift, as if the ground had suddenly given way beneath his feet.

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