The invitation sat on her nightstand, a mocking reminder of a past she was desperate to outrun. Emily stared at it. The past twenty years had brought a lot of changes. There had been happiness and pain, victories and losses.

She found herself picking at her nails, a nervous habit she thought she'd broken years ago. Her mind began to race, replaying old scenes, dredging up forgotten slights. The thought of seeing certain people made her chest tighten.

She needed to get out, to escape the confines of her small apartment. The city outside, usually a source of comfort, suddenly felt hostile and unforgiving. She felt a strong urge to simply disappear, to avoid the inevitable confrontation with her past.

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