The request came during a downpour, the rain drumming a chaotic tattoo on the roof. Liam flinched at the unexpected ring of the doorbell, jumping slightly. He quickly turned down the volume on the TV, which was tuned to a nature documentary. He felt cold all over.

He saw Mrs. Gable, a woman known for her piercing gaze and even sharper tongue, standing on his porch. She clutched a wilted bouquet of daffodils. He took a long, slow breath before opening the door.

“Liam, dear,” she began, her voice unusually sugary, “such a lovely home you have. I was wondering, as my garden is a bit… shaded, if I might, perhaps, plant some herbs along the fence line. Just a few, of course. For cooking.” Liam shifted his weight, feeling a bead of sweat trickle down his temple.

He stammered a response, promising to consider it, feeling a rising discomfort in the pit of his stomach. As soon as the door closed, he backed away from it, putting as much distance between himself and the outside world as possible. He locked the deadbolt.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293