The new house felt wrong. Maria had tried to ignore the feeling. It was probably just nerves. But now, as she knelt in the dusty attic, her hands shaking, her apprehension intensified. She tugged at the old, loose boards of the floor.

A gust of cold air rushed up, carrying with it the scent of mildew and something else… something metallic. Her jaw clenched. She stared into the blackness. This place filled her with a sense of dread.

A low groan escaped her lips. She felt a need to retreat, a desperate urge to get out of the attic, to be away from this thing that the house held. She wanted the day to simply end.

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