The car engine coughed to a halt a block away. Sarah hesitated, her hand still resting on the ignition. It felt like her entire body was stiff with tension. She felt utterly incapable of walking the final steps. The house was almost unrecognizable.

She hadn't been back in years. The last time, it had been filled with life, with music, and with the scent of her grandmother's lavender sachets. Now, it was just a shell, a hollow echo of its former self.

She bit her lip, tasting the metallic tang of fear. The thought of confronting the demolition crew, of witnessing the end, sent a fresh wave of panic through her. She wanted to turn the key and drive away, to erase this day from her memory. But something, a deep-seated sense of duty or perhaps something else entirely, kept her rooted.

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