The vibrant colors of the art gallery seemed to mock her. The exhibit she spent her time preparing. Now someone else was taking credit. Her hands felt clumsy, useless.

She felt a pressure building behind her eyes. Her fingers, usually steady, now fumbled with her purse's strap. She had to get away from the clamor, the well-meaning compliments from her guests.

She mumbled an excuse and stumbled toward the exit. The air outside was cool against her heated skin, but it didn't ease the discomfort that seized her.

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