“Another rejection?” The words caught in Michael's throat, a familiar knot of frustration. His latest play had been turned down. He slumped onto the sofa, the cushions engulfing him. This new house was supposed to be a fresh start, a creative sanctuary, but it had become another reminder of his failed ambitions.

The news about the house’s history, the domestic dispute that ended in tragedy within its walls, settled over him like a shroud. The weight of it, the knowledge of the spilled blood, felt somehow appropriate. His own life felt as stagnant as the old bloodstains.

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