"Where did you even get this much?" Sarah's voice was a flat, emotionless drone. Michael flinched, the accusation a physical blow. The account, revealed after years of joint finances, felt like a betrayal that cut deeper than any argument. The air in their living room felt thick, unbreathable. She paced, her movements tight and jerky, her usual vibrant energy replaced by a rigid stillness. The silence that followed her question was even more crushing. He knew she deserved a better explanation than what he had to offer. He felt like he was walking through a swamp, each step sinking him further.

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