"Robert Peterson," the screen read. A chill ran down my back. I felt as if the room temperature had dropped ten degrees. I leaned back in my chair, trying to create distance between myself and the glowing notification.

Memories flickered, unwanted and vivid. The playground, the jeers, the shove that sent me sprawling. My fingers tightened into fists. I closed my eyes and took a deep breath, trying to calm the sudden rapid beating in my chest.

When I opened my eyes, the request was still there. I instinctively reached for the delete button, but paused. What did he want? Why now? The questions buzzed in my head, fueling a growing unease.

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