The flickering airport lights blurred through Amelia’s tears. Her breath hitched, catching in her throat. She clenched and unclenched her fists, the rough texture of her carry-on digging into her knuckles. Each announcement of yet another delay felt like a physical blow, a hammer against her skull. Her brother's wedding, the reason for this flight, was now a distant, unattainable dream.

"This is not happening," she muttered under her breath, the words a desperate plea against the reality swirling around her. She looked around the crowded gate, seeing families laughing, children running, couples embracing. Their joy felt like a taunt.

She felt the cold seep into her bones, despite the warmth of the terminal. The insistent buzz of the announcements, the drone of conversations, seemed to amplify the silence inside her. She needed to be there, not stuck in this echoing, metal purgatory.

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