He was standing near the bar, chatting animatedly with the groom’s cousin. My eyes widened. I quickly ducked behind a very tall, very potted fern, hoping he hadn't noticed me. A prickle of heat crawled up my neck. I could feel my face flush.

"Everything okay, Sarah?" My best friend, Emily, her voice was laced with concern.

“Yeah, fine, fine,” I stammered, adjusting my dress and trying to appear casual. “Just… a bit warm, you know?” I fanned myself with my hand, attempting a smile that probably looked more like a grimace.

He was moving, heading towards the dance floor. The fern was no longer a sufficient shield. I considered feigning a sudden illness and making a hasty exit. My legs felt like lead.

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