The demolition crew’s heavy machinery loomed, an iron behemoth poised to devour the familiar structure. Amelia clutched her worn teddy bear, its button eyes seeming to mirror the hollowness in her chest. She stood at the edge of the property, her breath hitching in ragged gasps. Each tick of the excavator's engine was a hammer blow against her ribs. The air itself felt thick, suffocating. She couldn’t shake the image of her father, perched on the porch steps, whistling a tuneless melody as she chased fireflies in the twilight. Now, the porch was just splintered wood and a ghost of a memory.

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