The hum of the refrigerator filled the kitchen. Richard stared out the window, watching the rain blur the streetlights. The days had been passing by. He felt a deep sense of inertia, a lack of momentum that seemed to grip him. He was tired of it all. He was tired of everything.

His partner, Greg, was a writer. He’d always been secretive about his work. One day, he found a flash drive. He plugged it into his computer. He opened the file. "The Suburban Echo." It was his life. The main character, "Rex," was the spitting image of himself.

He read on, and a cold dread filled him. Rex was trapped. Richard saw himself in the protagonist's feelings of discontent and aimlessness. The narrative was a subtle, yet biting, commentary on his own stagnation. He closed the file, a sense of hopelessness washing over him.

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