The porch light flickered, casting long, dancing shadows across the lawn. From the kitchen window, Sarah watched the fluffy white shape of Snowball bound towards the rose bushes. Her heart hammered against her ribs, a frantic drumbeat she could feel in her throat. She gripped the edge of the countertop, knuckles white.

"Not again," she whispered, her voice barely audible.

The dog, oblivious, was now enthusiastically sniffing around the hydrangeas. Sarah’s breath hitched. She imagined its sharp teeth, the way it barked with what seemed like pure, unadulterated joy. She couldn't move, rooted to the spot, feeling a cold dread seep into her bones.

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