The noise of the party had begun to hurt her ears. She retreated to the patio, seeking a moment's peace. Every conversation she had attempted earlier in the evening felt forced and hollow. Seeing him, standing near the fountain with a drink in his hand, seemed to confirm everything. She felt like her life was a movie and she was the character who kept repeating the same scene. She felt a profound weariness, a longing for something she couldn't name, a release from the confines of her own memories.

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