He found himself wandering through the supermarket, lost amid the towering shelves of cereal boxes. The vibrant colours and endless choices assaulted his senses. He blinked, trying to clear the haze that clung to the edges of his vision. Where was the pasta sauce? He had come for pasta sauce, he was sure of it, but the memory of the specific brand was elusive, hidden in a fog.

"Excuse me," a voice broke through his reverie, "Are you alright?" A young woman with worried eyes was standing next to him, her hand hovering near his arm.

He attempted to answer, but only a garbled noise escaped his throat.

She continued, "You look a bit…off. Did you need help finding something?" He could only gesture vaguely, his throat constricted, a feeling of deep wrongness washing over him.

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