"Is this some kind of joke?" Chloe whispered, staring at the book. It was her life, but it felt…wrong. It didn't capture the spirit, the fire, the *why* of her. It was all the facts, laid out with no heart. She leaned back against the counter, her limbs suddenly heavy.

She ran her hand down the smooth cover, a shiver running down her spine. The author's notes at the end hinted at intimate sources, things she shared with people she now didn’t trust. Her head throbbed. She felt a growing pressure inside her skull. The world around her seemed to blur. She reached for the water glass, her hand trembling slightly.

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