The clicking of keyboards echoed in the cavernous office. It was a sound that had once been familiar, comforting, a symphony of progress. Now, it grated on Elias’s nerves. He looked at the woman sitting beside him, her brow furrowed in concentration. Amelia. His replacement.

He felt a strange, detached curiosity about her. He should be showing her the ropes, explaining the intricacies of their projects. But the ropes felt frayed, the knots unidentifiable. His mind was blank, like a pristine whiteboard.

He gestured vaguely at the computer screen. “Um… so… you see this file?” His voice wavered. His own work felt distant and disconnected, like a faded photograph. He felt a desperate urge to run, to escape the suffocating weight of this new reality.

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