The air in the attic was stale, heavy with the scent of forgotten things. "Oh, no," Susan said softly, her breath catching in her throat. She had found a trove of items that felt intensely personal.

A collection of musical instruments – a mandolin, a violin, a worn-out piano accordion. They were coated in dust, untouched for years. She touched the mandolin, her fingers trailing along the strings.

A wave of dread washed over her. It felt intrusive, like stumbling upon a private sanctuary. She quickly pulled her hand back, the sound of the mandolin's strings echoing in the silence. She needed to leave, and she needed to leave now.

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