The old woman sat on a nearby bench, shoulders slumped, head bowed. She kept her eyes glued to the scene, as if mesmerized by a serpent. Maria’s breath hitched. Her knuckles, gnarled with age, were twisted together so tightly they looked white. She remembered all the laughter, the holidays, the whispered conversations and the scent of freshly brewed coffee. The home, the foundation of her world, was about to be reduced to nothing. She felt a profound emptiness, a void that threatened to swallow her whole.

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