The late afternoon sun cast long shadows as Leo approached the old oak's usual spot. He'd ridden his bike down the familiar lane, a lump forming in his throat as the houses blurred past. He’d known, of course, that the construction was coming. He'd seen the signs. But seeing the empty space, the ragged stump, was a different thing entirely. His hands clenched, his knuckles whitening against the handlebars. He wanted to turn back, cycle away, pretend he hadn't seen it. The air felt thin, hard to breathe.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293