The sudden yelp of surprise, and then a playful bark, had Chloe jumping. Her tea cup rattled in its saucer. She peered through the kitchen window and saw the golden retriever, Max, leaping over the fence into her garden. Her breathing quickened; her heart began to beat rapidly. She felt a tingling sensation in her fingertips.

She knew she should stay calm, but the thought of what Max might do, and what he *had* done, made her feel uneasy. He’d dug up her rose bushes last week. She had worked tirelessly planting them, and they were finally starting to grow.

She threw open the back door, yelling. "Max! Get out of here!" Her voice sounded thin and high-pitched. She watched the dog's large, happy face as he turned in her direction.

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