"To a special someone." The words were printed in a generic font. Maria stared at the card. It was strange. She didn't recognize the handwriting. It didn't feel right.

She instinctively glanced around her, as though expecting someone to emerge from the bushes. The feeling wasn't one of outright fear, but more like a prickling sensation, a sense that something was out of place. This feeling intensified when she picked up the card, feeling the coldness of the paper.

She closed the door behind her, locking it with a decisive click. She walked slowly through the house, checking each room, each window. Her breath became shallow as she made her way through the rooms. She found it hard to breathe.

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