It was a handmade card, with a glittery star glued to the front and “Happy Birthday!” written in a shaky hand. She opened it, but the message was blank inside. A wave of panic washed over her. She tried to think, but her thoughts were scattered and elusive.

She sat at the kitchen table, the card clutched in her hand. The sunlight streaming through the window seemed harsh, almost aggressive. The sounds of the world outside – birds chirping, cars passing – felt disconnected, muffled.

She ran her hand through her hair, desperate to grasp onto a memory, a feeling, anything. The card, the blank message, the day – it was all like a puzzle with missing pieces. She looked at her reflection, but felt like she was watching someone else.

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