The afternoon sun streamed through the window, illuminating the dust motes dancing in the air. Sarah's hands trembled as she clutched the email detailing Professor Moreau’s departure. It felt suddenly harder to breathe. She reread the words, each one a sharp, stinging blow.

She stood abruptly, pacing the small apartment. She needed to do something, anything, to dispel the unsettling feeling that was rapidly enveloping her. She reached for her phone, intending to call her friend, but instead found herself staring at the screen, utterly blank. Her throat felt tight, and she had the sudden urge to just close her eyes and disappear.

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