The cursor on Amelia's laptop flickered, mocking her. There it was: the address, the familiar, crooked-lettered name of her family’s home in the thumbnail. She felt a sudden, icy grip tighten around her chest. Her breath hitched. She hadn't visited the website in months, years even. Why had she even looked today?

Her hand trembled as she clicked. The pictures loaded, high-resolution and glossy, a stark contrast to her childhood memories. The oak tree in the front yard, once her climbing sanctuary, looked impossibly small. The interior shots showed rooms she knew intimately, yet they felt foreign, staged, and empty. A tremor ran through her, leaving a prickly sensation on her skin.

“No, no, no,” she whispered, her voice barely audible. Her stomach churned. She quickly closed the browser, the image of the pristine, new kitchen searing itself into her mind's eye. She felt a desperate need to call her mother. Right now.

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