The attic stairs groaned under her weight. Emily swallowed hard, her pulse drumming a frantic rhythm in her ears. She hadn't wanted to come up here, but the realtor had mentioned the possibility of stored items. She wished she had never listened.

A moth fluttered past her face, and she flinched. The air hung thick with the scent of decay. Then she saw it - a collection of porcelain dolls, their painted smiles unsettling in the dim light. Their eyes seemed to follow her every move.

She felt a sudden urge to flee, to get away from these silent observers. Her hands were clammy. She backed away slowly, her eyes fixed on the dolls, each step a struggle against an invisible force.

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