The sun was setting, casting long shadows across the park. He and the woman, Olivia, had been walking for hours. He was feeling a sudden pressure in his chest. He looked at the woman and noticed her new watch. A watch which he had gifted her.

He felt a sudden compulsion to sit, to stop walking. The world seemed to be spinning slightly. The familiar park felt like a hostile environment. He needed a moment.

"So, you and... Daniel?" he blurted out, the question escaping before he could stop it. His throat was dry.

Olivia stopped walking, a look of confusion on her face. Her smile evaporated.

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