Rain lashed against the window as Thomas heard the request. The wind howled a mournful song that seemed to mirror the turmoil inside him. His palms grew slick as he stared at the damp, grey wood of his own front door. He couldn't meet Mr. Peterson's gaze, but his neighbour was gesturing towards the sprawling willow, a silent invitation to destruction.

His jaw ached with the effort to maintain a polite smile. The willow, with its weeping branches, had been a haven for the birds, a screen against the world. To let it go felt like giving up something precious. He stammered a hesitant "I'll think about it," praying Mr. Peterson wouldn't press the issue. Inside, a cold dread began to blossom.

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