The cardboard box sat on the welcome mat, a stark brown rectangle against the faded paint. Sarah picked it up, her fingers squeezing the tape. The address wasn’t hers, but it was for this apartment. “Brenda Miller,” it declared. She'd lived here before Sarah moved in. A prickling sensation crawled up her spine.

She cautiously brought the box inside, setting it on the kitchen table. Her gaze darted to the windows, then back to the package. *Why would Brenda be getting something here?* The hairs on her arms stood on end.

With a deep breath, Sarah grabbed a box cutter. She hesitated, the metal glinting in the afternoon light. It felt…wrong. Eventually, curiosity won. She sliced the tape.

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