"Did you hear?" The words, spoken by her colleague, sliced through the air. "Mama Rosa's is shutting down." Emily's blood ran cold. She stopped typing mid-sentence, her fingers hovering uselessly over the keyboard. Mama Rosa's was her Friday night ritual.

Her stomach clenched. The thought of losing those perfectly crafted meatballs, the warm embrace of the place, where she felt accepted. The comfortable buzz of the patrons would be gone.

She pushed back from her desk, the chair scraping loudly against the floor. "I… I need some air," she mumbled, fleeing the office. She felt a strange tightness in her chest, like a trapped bird beating its wings against its cage.

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