The enormous elm, a fixture of the neighborhood for a century, had succumbed to the storm. It was a tragedy, yes, but for Carol, it was yet another thing to observe, to not engage with. She stood at her kitchen window, watching Mr. Davies struggle to assess the damage.

She had vowed to start exercising, to go for a run every morning. Her running shoes sat by the door, untouched. She had also wanted to organize her photos, to finally put them into albums. The boxes of unsorted photographs sat in the guest room.

She felt a hollowness inside, a kind of emptiness that made it difficult to breathe. She wanted to scream, to lash out, to break something. She took a deep breath, and felt nothing but the sensation of being restrained.

She turned away from the window, and sat down on the couch. The world, outside and in, felt very far away.

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