The old desk drawer stuck, and Amelia wrestled with it, her fingers slick with anticipation. The letter was tucked in the back, its edges frayed. Her mouth felt dry. It was addressed to her best friend, Emily, written when they were both on the cusp of adulthood. A tremor went through her.

Inside, she saw the confession of a secret crush on the boy Emily was dating. The carefully chosen words, now tinged with the faded blush of ancient secrets, seemed to vibrate with a buried energy. Amelia's hands began to shake slightly.

She didn't remember writing it. The emotions it contained - envy, longing, self-loathing - were foreign, yet instantly recognizable. She felt a profound sense of wrongness. The room felt suddenly too small, the air thick with the unspoken ghosts of her past. She needed a drink of water, immediately.

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