The attic air hung thick and dusty, catching in Amelia's throat as she pulled the box closer. Sunbeams, slicing through a crack in the boarded-up window, illuminated swirling dust motes, and a glint of what looked like silver. Her heart knocked against her ribs. She’d always known her grandmother, Esme, as a prim, proper woman who never left the house without gloves.

Inside the box, nestled amongst brittle tissue paper, was a photograph. Esme, in a slinky, shimmering dress, laughing with a man who was most definitely *not* her grandfather. She looked… carefree. Radiant. Amelia’s hands began to tremble.

She found another. And another. Each picture, a chink in the carefully constructed facade of her family’s history. A knot tightened in her stomach. What else hadn't they told her?

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