The world was a kaleidoscope of confusing signals. The low thrum of the refrigerator, the insistent ticking of the clock on the wall, the way the sunlight hit the dust motes and made them dance—everything was distracting, pulling him in a million different directions. The argument with Sarah, it seemed, had stretched on for hours.

She wanted a hamster, a tiny, furry ball of activity that he felt was an utter nightmare. He just didn't get why she wanted this. He stared at his hands, watching them tremble slightly. He didn't know what to say. His head felt like a pressure cooker, the sounds and images colliding, forming no cohesive thoughts. He felt lost in his own home. He looked to the ground.

“Just… no,” he finally muttered, the words sounding foreign even to his own ears.

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