John stared out the window at the familiar street. He sat on the front porch, the weight of the day resting on his shoulders. He was back, his career as an artist having ended abruptly. The life he had envisioned was gone, and the routine of his childhood home was a constant reminder of his perceived failure.

His parents' house, filled with memories, now felt like a prison. He knew he should be working, but he felt an invisible force holding him back. His hands trembled as he lit a cigarette, the smoke curling up into the air.

He felt the world passing him by, the neighborhood children playing in the street as life happened around him. Each day was the same, a monotonous cycle of silence and routine.

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