The airport felt like a pressure cooker. David watched the clock on the wall, each second amplifying the pounding in his chest. He was supposed to be at his best friend’s wedding. He pictured Mark, standing at the altar, waiting.

He began to feel lightheaded. He felt his hands begin to shake. This wasn’t just a missed flight; it was a betrayal of a bond.

He texted Mark, typing and deleting messages, paralyzed by the weight of the situation. He felt a desperate urge to run, to escape the suffocating terminal and somehow will himself to the venue.

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