"Hey, did you notice Ms. Garcia follows you?" Ben's friend asked. Ben felt a tightening in his throat. He had no idea.

The thought of his teacher, a woman he respected, seeing his life outside of school felt disorienting. He imagined her scrolling through his feed, judging his posts, his friends, his life. The sensation was not pleasant.

He felt an urge to shut it all down, to make himself invisible. He slumped into his chair, a sudden sense of exhaustion washing over him. His normally cheerful demeanor evaporated.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. 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 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228