The air crackled with a tension that mirrored the sudden, uninvited appearance of the Jack Russell terrier. A coldness spread through Sarah's limbs as the dog danced a jig of mischief in her rose bushes. She felt like her body was made of lead.

Her carefully curated garden was her solace, her sanctuary. She had spent hours tending to her roses, coaxing them to bloom. Now, there was a dog, and the dog was making a mess. She felt a rising heat in her cheeks, her breath catching in her throat.

She knew she had to say something. She had to take charge. But a deep sense of dread made her freeze.

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