He stared at the photograph, his breath catching in his chest. Sarah was laughing, pointing at a dilapidated swing set. “Remember how we thought that thing was going to fall on us any second?” she asked, a nostalgic lilt in her voice.

He nodded slowly, a prickle crawling up the back of his neck. His stomach churned. He remembered the swing set being perfectly sturdy, a safe source of hours of joy. They’d spent a blissful afternoon swinging on it, the sun warm on their faces.

"And how you were so convinced it was going to collapse," she continued, "and I kept laughing at you?"

He couldn't meet her gaze. The memory she was describing felt alien, fabricated. A tremor ran through his hands. He wished he could just make her stop.

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