The news felt like a physical blow, a punch to the gut. The rejection email from his dream publisher. He’d meticulously crafted every sentence, every word, every paragraph. Now, they were worthless. He felt a chill creep over him, despite the warmth of the day.

He wanted to scream, to lash out, to disappear. His hands clenched into fists, the nails digging into his palms. He felt the sting of tears behind his eyes.

He needed to be alone. He quickly grabbed his keys and rushed out the door, the rejection notice still open on his computer screen. The world outside felt too loud, too bright.

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