The sun was setting, painting the sky in hues of orange and purple. Emily, sitting on the porch swing, unfolded the letter, the paper fragile with age. She felt...off-kilter, like she was moving through a dream.

The letter, addressed to her deceased grandmother, was filled with a desperate plea for approval. The words, so full of yearning, echoed a lifetime of unmet expectations. The familiar swing creaked rhythmically, a mocking reminder of her own internal turmoil.

She looked at her hands, the skin already showing signs of age. The world around her felt distorted, the colors a little too vibrant, the sounds a little too loud. The air seemed to buzz with a strange, unsettling energy.

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