The taste of her lunch, a perfectly healthy salad, was suddenly abhorrent. Liam pushed his plate away, the lettuce leaves a bitter green. It had taken him eight years to get to this point, climbing the ladder rung by rung. Eight years of dedication. Eight years, now rendered… pointless?

He stared at the blank screen of his computer. The cursor blinked. He felt like his brain was running on static, a constant fuzz of confusion. He kept reaching for his phone, and putting it back. The thought of contacting anyone, of explaining how he felt, seemed impossible.

He heard laughter from across the room, the carefree sound grating on his nerves. He stood up. He needed air.

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