The back of Leo's neck prickled with an unsettling sensation. He recognized the delicate floral design immediately. His grandmother’s ring. He’d last seen it on her finger, moments before… He stopped the thought. The air in the shop felt thick, heavy, pressing down on him.

"You like it?" The shop owner’s voice sliced through his thoughts. Leo felt a surge of unease, a tightening in his jaw. His hands clenched into fists.

“Yes,” he said, the word a strained rasp. He could barely focus on the ring, his mind reeling. He felt exposed, vulnerable.

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