"Again, Maya?" Daniel asked, forcing a smile. He stared at the drawing of the lopsided smiling rabbit, the one with the crooked carrot nose. Bartholomew. His heart felt heavy, the weight of his failing relationship bearing down on him. The days had been grey for too long. He had given up hope.

He leaned against the kitchen counter, the cool surface a temporary relief against the heat rising within him. He was like a machine, going through the motions.

He looked around at his own life, the half-packed boxes, the empty spaces. He wanted to feel some joy, something, anything.

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