The air in the cramped apartment felt thick. I crumpled the blueprints for the instant pancake maker, the very essence of my latest dream. A patent, filed months ago, for a similar device felt like a punch to the gut. All this work, all this effort, for what? I slumped onto the sofa, the cushion offering no comfort.

I felt a phantom ache in my chest, a hollowness that seemed to widen with each passing moment. I thought of the countless nights I'd spent hunched over my workbench, fuelled by coffee and desperation. The bitterness of this defeat was a physical sensation. I closed my eyes and fought the urge to simply stay.

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