The paperwork lay on the table, a stark white testament to the impending loss. Claire’s hands trembled as she forced herself to sign. Each stroke of the pen felt like a physical tearing.

She'd spent countless hours in that house: reading in the sunroom, playing hide-and-seek with her siblings, sharing secrets with her best friend. The house held their laughter, their tears, their whispered dreams.

The room seemed to shrink, the walls closing in. She felt a desperate need for air, for space, for a way to rewrite the future. She could barely breathe. The pen slipped from her grasp and fell to the table with a thud.

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