The small, ornate box felt heavy in Sarah’s hands. It was tucked in the back of the closet, wrapped in old tissue paper. Inside, nestled beneath a silk scarf, was a bank statement. *Johnathan Miller - Savings Account.* Her breath caught.

Her pulse accelerated. She sunk down onto the floor, the box clattering beside her. She felt a prickling sensation on the back of her neck. He'd been so open, so trusting. Or so she thought.

What if this changed everything? What if this was a sign of something else? The silence of the house felt deafening, each tick of the clock amplifying her inner turmoil. She re-read the statement several times, as if the numbers would suddenly rearrange themselves to explain everything.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217