The tiny, chipped coffee mug trembled in Leo's grasp. He stared across the kitchen table at Maya, her face alight with an enthusiasm that felt intensely threatening. "Just imagine," she was saying, "a little fluffball bouncing around, bringing so much joy!" Leo’s stomach twisted. He pictured shedding fur, early morning walks, and the sheer responsibility. He swallowed hard, the bitterness of the untouched coffee suddenly overwhelming.

“Maya, we barely have time to keep the dishes clean,” Leo countered, his voice cracking slightly. He felt a prickle of sweat start at the back of his neck. The thought of adding a creature dependent on them to the equation made him feel trapped, a sensation that tightened his chest.

He pushed the mug away, the ceramic scraping harshly against the wooden table. His hands felt clammy. This was a nightmare.

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