Sarah watched David across the kitchen table. He was carefully arranging his coffee mug, meticulously stacking it beside a book. She found a flash of discomfort in her chest, a prickling sensation against her ribs. He was speaking, to himself, under his breath.

He'd been doing it for weeks now. Little phrases, mumbled while cooking, while walking the dog, while working on his computer. He'd never expressed any interest in her dialect, Gaelic. It felt…odd.

"What's that you're saying?" she asked, her voice sounding sharper than she intended. David looked up, startled, his eyes wide.

He quickly turned the book over, displaying a Gaelic textbook. "Just… some stuff I'm working on," he mumbled, his face growing red. Sarah felt a wave of cold rush over her, leaving her suddenly cold.

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