I wanted to scream. The automatic plant-watering system, my carefully crafted design, had been beaten to the market by a conglomerate. I had spent so much of my time and money on this. I felt the pressure build in my chest, a tightening that made it difficult to breathe.

My breath came in shallow gasps. My fingers ran across the cold metal of the unfinished prototype. The weight of the world pressed down on me. The excitement I had felt at the beginning of this project had vanished. I felt as if I were being held down.

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