The drive to the airport was silent, the hum of the tires the only sound filling the car. James watched the city lights blur past, a landscape he knew intimately, yet felt increasingly detached from. Across the car, Emily was bouncing with excitement, ready for her new life in Boston.

He focused on the road, his hands gripping the steering wheel so hard his knuckles were white. The feeling was a pressure, a physical restriction. He'd applied for the same role, and hadn't been picked.

The airport loomed closer, its bright lights a beacon in the darkness. He felt a profound sense of loss, a future stolen before it had even begun.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263