It felt as if my life had somehow skipped a beat. A wave of heat washed over me when I saw the name, Ms. Bloom, on the school website. The woman who had made me sit outside the classroom in the hallway? The same one. I felt a strange mix of incredulity and dread.

My vision blurred. A phantom ache throbbed in the back of my head. I wanted to turn away, to erase the words from the screen, to rewrite history. I closed my eyes, picturing my daughter, small and vulnerable, under her care. I couldn't shake the sensation that something significant was about to occur.

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