The stairs groaned under her weight as she ascended. The attic door was always ajar, like a watchful eye. A chill ran down her spine, despite the heat of the day. She had to do this, she told herself. The previous owners, bless their hearts, had left a mess.

She wasn’t normally a person who spooked easily, but this house… it just felt different. She felt a vague sense of dread, a knot tightening in her chest. She reached for the light switch and flicked it. The bare bulb barely illuminated the space.

She noticed a stack of journals, bound in worn leather, tucked away in the shadows. She knew she shouldn’t, but she felt compelled to look at them. As she reached for the top one, a sudden gust of wind slammed the attic door shut.

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