The discovery came at the kitchen table, while she was helping her mother sort through some old belongings. Her mother had pulled out a stack of papers, her old assignments. She hadn’t expected to see them, to have to look at them.

Her breath hitched as she flipped through the pages. The handwriting was familiar, but the stories… they were hers, and they felt alien now. She felt a cold sweat break out on her forehead.

"You kept all of these?" she asked, her voice barely audible. Her mother smiled, but her daughter couldn't return it. Her stomach began to churn, and a knot formed in her throat, making it difficult to speak.

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