The balloons, deflated and discarded in the corner of the garage, were a cruel reminder. He’d spent hours preparing for the engagement party, a perfect start to their lives together. Now, the invitation lay in the recycling bin, a crumpled testament to a love that was apparently not enough. He felt the blood drain from his face, leaving him cold. He kicked a stray can, the sound echoing in the empty space. He felt a profound sense of helplessness, a sense of being adrift without a shore. He didn’t know which direction to go or what to do.

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