The weight of the card felt wrong in her hand. Emily usually loved opening mail, but the unexpected item, tucked amongst a stack of bills and catalogues, sparked an immediate wariness. The cheerful image of a smiling dog on the front felt mocking.

She retreated to her bedroom, shutting the door behind her with a definitive click. The silence of the room amplified the frantic thrumming in her ears. She sat on the edge of her bed, the card still clutched in her hand.

Her eyes flicked around, checking the window, the door, as if expecting someone. The unsigned message, the lack of a sender's name – it sent a shiver down her spine. Each second ticked by, and she was stuck in place, as if frozen in time.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256