He found the invitation tucked between the bills. A bead of sweat trickled down his temple. His hand, as he reached for it, trembled slightly. He knew what it was before he even looked. It was the one thing he hadn't wanted. His high school reunion.

He sank down into his chair, the paper still clutched in his hand. A cold dread seeped into his bones. The thought of facing those people, of answering their questions, of pretending he was happy – it was unbearable. He felt a pressure building in his chest.

He ran a hand over his face. He felt exposed, vulnerable. Every muscle in his body felt tense. He felt he needed to get away, to disappear.

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