The gate attendant’s casual shrug was the final straw. Mia felt a cold wave wash over her. She was supposed to be in court, defending her client. This delay threatened to destroy everything she had worked for.

She pulled out her phone, immediately calling her colleague, her voice sharp with a mix of frustration and panic. The static on the line only added to her torment. The sterile airport environment felt alien and hostile.

She began to breathe rapidly, struggling to maintain composure. She envisioned the jury, the prosecution, her client’s future hanging in the balance.

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