The empty gallery space echoed with the footsteps of Amelia, a struggling artist. Her artwork reflected a deep sense of despair. The city lights outside blurred and blurred. The letter arrived from a gallery owner, an apology for rejecting her first exhibition, so many years before. The words seemed to mock her, a recognition of her talent years after she had given up. She felt a wave of anger, a fresh pang of the past, the weight of years of rejection. The letter felt heavy in her hand, the paper brittle and thin.

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