The constant buzz of the city was a constant pressure on Michael's temples. He felt trapped in a loop, a never-ending cycle of obligations and responsibilities. He walked through the front door, the weariness of the day clinging to him like a second skin. He found Chloe, cooking in the kitchen, humming.

"Oi, meu amor!" she called out, as he came into view. Portuguese. It seemed as if the world tilted on its axis, and Michael had to grip the door frame to steady himself. He felt a sudden, overwhelming urge to retreat. He wanted to shout, but he couldn’t find his voice.

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