The tulips arrived in a plain brown box, a vibrant orange against the pale wood of the kitchen counter. Michael found himself staring at them for a long time, not quite sure what to do next. Everything in his life had recently become a repetitive loop.

He had been planning to repaint the walls for months now, but the paint cans remained unopened, gathering dust. The prospect of starting was overwhelming.

He poured himself a coffee, the hot liquid burning his throat. He sat at the kitchen table, the flowers radiating their silent message of, perhaps, hope. He found himself feeling the same way he did every day: drained.

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