“Oh, *great*,” Maria muttered, dropping the invitation onto the countertop. The bright, cheerful colors of the flyer seemed to mock her. The mere thought of the reunion made her want to run and hide. It was the last thing she needed right now.

She sank into a kitchen chair, the plastic cold against her skin. The words on the invitation swam before her eyes. *Come celebrate! Reconnect with old friends! Relive the glory days!* Glory days? For her, high school had been anything but glorious.

She pressed her palms into her eyes, trying to block out the images, the voices, the memories. The thought of small talk, of forced smiles, of being judged – it made her physically ill. She couldn't face it. She wouldn't.

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