The book, β€œThe World According to Jennifer,” sat on the coffee table. Jennifer's eyes darted around the room, as if expecting to find the author hiding behind the sofa. The details were correct, eerily so, but the feeling was all wrong. It was her life, viewed through a distorted lens.

She picked it up, then immediately dropped it, as if it burned her. She started pacing, her steps quick and agitated. She felt a sense of panic rising in her chest. The air grew heavy, difficult to breathe. She ran her hands through her hair, tangling the strands. Her mind raced. She craved the safety of her bed.

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
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228