The drive home felt longer than usual. The radio's cheerful chatter grated on Sam's nerves. He could feel a knot tightening in his stomach, a physical manifestation of the news he'd just received: Olivia was leaving.

He gripped the steering wheel so tightly that his knuckles were white. He imagined the quiet evenings, the lack of shared jokes, the void that would be left in his life. He felt a wave of nausea.

He pulled over to the side of the road, the car’s engine sputtering, the noise echoing his heart. He sat there, staring out at the world, and wanting to disappear.

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