The sunlight streaming through the window seemed to mock Emily. She'd accidentally stumbled upon Daniel's laptop, and the document "Our Perfect Imperfections" had opened on the screen. The initial chapters described their relationship, but as she read on, the narrative took a turn. Her character was portrayed as manipulative and controlling.

Her pulse hammered in her ears. A prickle of unease crawled across her skin. She had to know how this ended. She devoured the pages, each line twisting the knot in her gut tighter. Daniel’s subtle jabs, his carefully chosen words, filled her with dread.

She felt a tremor in her hands as she closed the laptop. She knew he'd be home soon. She moved to the window, the brightness of the outside world suddenly unwelcome. The air felt thick, difficult to breathe.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314