The scraping sound against the fence made Sarah jump. She nearly dropped her phone, her fingers fumbling on the screen. She slowly turned and saw the border collie, Scout, trying to squeeze under. She felt a sudden, sharp pain in her chest.

She just finished planting her tomato plants. She'd been waiting for this all year. The thought of those plants being trampled filled her with dismay. She felt a surge of helplessness.

She marched towards the fence, her hands clenched into fists, ready for a confrontation. She knew she shouldn't have to do this. This should not be happening.

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