The hospital room felt sterile, the air thin and artificial. He sat beside his mother's bedside, the news of his half-sister a heavy cloud hanging over the room. His mother wasn't conscious and he felt his own world collapse in a tidal wave of grief. The doctors had no answers, and he felt his own life slowly losing all color and shape. Everything was muffled and slow, everything hurt. He ran his hand over his face, feeling the fatigue of sleepless nights and the weight of unanswered questions. He felt rooted to the spot, unable to move forward, to make a decision, to escape.

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