Liam ran his hand across the crisp paper of Mia's bucket list, his chest feeling compressed. *Learn to paint. Travel the Silk Road. Adopt a rescue animal.* He felt a flicker of something akin to shame. He stared at the list, feeling a familiar weight in his shoulders. They had built a life, a good life. But the list was a reminder of unfulfilled dreams, of unspoken desires.

He walked over to the window, looking out at the city skyline. It seemed so far away, so full of possibility, while he felt trapped in a life of routine, of comfort. He felt a growing sense of frustration, of a deep-seated weariness. He crossed his arms, a barrier against the feeling.

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