The pristine white paper felt like a betrayal. "Adopt a dog." "Learn to paint." "Find happiness." These simple aspirations, penned in her mother’s elegant hand, felt like a condemnation of her own existence. She dropped the list on the kitchen table, the sound a sharp, decisive thud. She stared out the window, the familiar view suddenly alien and unsettling. She began to pace, her movements jerky and erratic, unable to find comfort in any posture. She felt a growing sense of isolation, a chasm opening up between herself and the world.

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