The old house felt different tonight. The familiar creaks and groans of the floorboards seemed amplified, mocking her. The scent of lavender from her grandmother's garden, usually a source of comfort, now felt like a suffocating shroud.

She’d poured through the results again and again, trying to find a mistake, a glitch. But the truth was there, staring back at her. A different surname. A different lineage. The weight of this new information settled in her chest, making it difficult to breathe.

She walked to the window, gazing out at the star-studded sky. The vastness of the universe felt both comforting and terrifying. She felt so lost, so alone, in the face of this unbelievable revelation.

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