The late afternoon sun cast long, skeletal shadows across the pristine lawn. Amelia stood frozen on the porch, her hand still reaching for the doorknob. The empty space where her cherry-red convertible usually sat felt like a vacant socket, a dark hole staring back at her. Her breath hitched, catching in her throat like a shard of glass. She started to tremble, a fine vibration that worked its way from her fingertips to her toes. "No," she whispered, the sound barely audible above the chirping of crickets. The silence of the cul-de-sac amplified the hollow echo in her chest.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290