He stared at the paper. It was tucked into a worn copy of *Moby Dick*, a book she’d always found boring. "See the Northern Lights." He pictured her, Sarah, bundled up in a parka, her face lit by the aurora borealis. That image, coupled with the list’s other items, caused a tremor to pass through him.

His hands shook as he read further. "Learn to sail," "Go skydiving," "Adopt a puppy." His gaze scanned the living room, focusing on each familiar object: the patterned rug, the sofa they'd picked out together. He suddenly felt a sense of disorientation, as if the room itself was shifting beneath his feet.

The silence of the apartment pressed in on him. He felt…dismayed. This was not the woman he thought he knew. He reread the list again and again. Her bucket list spoke of adventures, of a life he wasn't sure he was a part of. The room grew colder.

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