He couldn’t eat, couldn’t sleep. The account details, printed on a small sheet of paper, lay on the nightstand, a constant, mocking reminder. Her secret savings felt like a physical barrier between them, a chasm that had opened in their shared life. He felt an intense pressure, a feeling of being compressed, unable to expand or breathe. He went to the balcony, the city lights blurred through his unshed tears. The vastness of the world, and his own powerlessness within it, overwhelmed 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