The tremor in Agnes’s hands made the chipped teacup rattle against the saucer. Through the lace curtains, she could see Mr. Henderson pacing in his yard, a surveyor's stake clenched in his fist. Her breath hitched. The oak tree, her oak, would be gone.

Each footfall of the man outside was a hammer blow against her chest. She remembered the day she’d planted the sapling, small and fragile, with her late husband. Now, the potential fence line sliced directly through the very heart of its sprawling branches.

"Oh, dear God," she whispered, clutching the faded floral print of her dress. The thought of confronting him, of voicing her fear, paralyzed her. The stake, driven into the earth, felt like a spike through her own soul.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309