The silence in the post office was deafening. Sarah had waited in line for an hour to pick up a package. It was finally her turn, and she handed over her ID. The clerk disappeared for a moment, then returned with a small, flat envelope.

Her heart began to race. She knew. She simply knew. Her hands shook as she opened the envelope. The paper felt like a lead weight in her trembling hands.

The news was worse than she'd imagined. A sharp pain shot through her chest. Her breath grew shallow. She managed to mumble a thank you and scurried out of the post office, the letter crumpled tightly in her fist.

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