The doorbell chimed, a cheerful sound that felt utterly foreign to Amelia. Her breath hitched. She peeked through the peephole to see a delivery person holding a bouquet of vibrant lilies. She clutched the edge of the counter, knuckles white. No name. No indication. Just a riot of color that somehow felt…threatening. Her stomach churned.

She accepted the flowers, the fragrant scent suddenly overpowering. They were beautiful, undeniably. But who? She’d been so careful. Her gaze darted to the locked windows, the security system blinking a reassuring green. Still, the feeling remained; a cold knot in the pit of her stomach that refused to loosen.

The arrangement sat on the kitchen table, a silent, blooming accusation. She called her sister, voice trembling despite her attempts at casualness. "Hey, you didn't, by any chance, send me… flowers, did you?"

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228