The waiting room seemed to shrink with each delayed announcement. "Again?" she gasped, her voice barely a whisper. She stared, unblinking, at the departure board, each updated delay carving deeper lines around her mouth. She had to get to her ailing mother.

The air in the room felt thick and heavy, and she found it difficult to breathe. Her vision swam, the brightly lit signs and advertisements blurring into a kaleidoscope of meaningless color. She rubbed her arms, her hands clammy with cold sweat.

The silence that surrounded her was deafening, punctuated only by the low hum of the machines and the shuffling of feet. She closed her eyes, picturing her mother, praying for a miracle.

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