Sarah bit her lip, pacing the kitchen. Her son, Ben, was supposed to be at his friend's house. Instead, she found him hunched over the kitchen table, surrounded by her meticulously organized collection of antique postcards. He was carefully arranging them, comparing the stamps, muttering dates under his breath.

She’d always loved postcards, the small glimpses into the past, the beautiful artwork. It was her escape. Ben, it seemed, was making it his prison.

"Ben, sweetie, what are you doing?" Her voice was a little too high, a little too shaky. She hated the way her heart hammered against her ribs. He looked up, his eyes bright with a fervor that made her skin crawl. "Organizing them, Mom. By the postmarks. Did you know this one is from 1912?"

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