"Everything okay, Liam?" His mother asked, her voice laced with concern. He just stared at the text message on his phone, the one from Ethan, reminding him about the laser tag party. He swallowed hard. Today was his birthday too, and his own plans felt minuscule compared to Ethan's epic celebration.

He felt a sudden, inexplicable heat in his cheeks. He could hear the faint murmur of his family’s preparations for his own small gathering. He had a cake, a few presents. But the invitation to Ethan’s was like a siren’s call, pulling him away from his own quiet celebration.

Liam took a step back from the counter and wandered into the living room, feeling a sense of dread. The living room suddenly appeared foreign to him, like a set for a play he didn't know the script to. He felt a pressure in his chest, a sense of being pulled in opposite directions. He felt utterly and completely lost.

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