From the moment the letter slipped through the crack in the door, Maya felt a cold dread creep into her bones. She didn’t want to look at it, didn’t want to acknowledge the potential reality contained within the stark white envelope. Finally, she picked it up, her fingers tracing the sharp edges. It felt like holding a stone. She slowly unfolded the crisp paper, and as she read the contents, a chill went through her body. She dropped the letter on the floor, the sound of it landing lost in the suddenly loud silence of the hallway.

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