The air crackled with a strange tension. Mia had a nagging feeling. She looked at the desk, where she had left her journal. It was gone. Then she looked at the roommate. She was in her bed, reading.

She approached carefully, trying to appear normal. Mia's stomach did a flip, a sudden twist of apprehension.

"Hey, what are you reading?" she asked, her voice strained. Her roommate jumped, dropping the book. She immediately scooped it up and hid it behind her back.

Mia's breath hitched.

"Nothing," her roommate mumbled, her cheeks flushed. "Just... a book."

Mia felt as if she was standing on the precipice of something terrible. It was a feeling she could not shake.

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