The silence in the diner was almost unbearable. They had both ordered coffee, but neither had touched it. Across the table, Alex avoided eye contact, staring at the swirling cream in her cup. This morning, she received the dreaded email. A generic rejection. Then, a quick text from her friend, Beth: "Guess who got the marketing manager role! So excited!"

Alex felt a pressure building behind her eyes. Beth hadn't even mentioned she'd applied for the same role. Alex looked at Beth, trying to read her expression, but her face was carefully neutral. Alex focused on the clinking of the silverware, the murmur of other conversations, the desperate need for anything to break the silence and the suffocating feeling of being utterly alone in the world.

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