Rain lashed against the windows of Leo's workshop. The scent of sawdust and varnish, a constant companion for years, now made him nauseous. He used to find solace in shaping wood, coaxing life into lifeless timber. Now, his hands felt clumsy, the tools heavy in his grasp.

His son, Finn, meanwhile, was a whirlwind of energy, crafting miniature boats with a fervor Leo could barely comprehend. Finn’s creations, perfect in their detail, lined the shelves, a testament to his dedication. Leo found himself unable to focus, drifting from one half-finished project to another, each a monument to his own fading enthusiasm.

He ran a hand through his hair, the familiar gesture failing to soothe the internal unrest. "That’s beautiful, Finn," he mumbled, his voice flat. He turned away, unable to meet his son’s triumphant gaze.

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