He stared at the empty space where his beat-up Honda Civic used to sit. Its absence was a physical ache, a gaping wound in his carefully constructed routine. Every morning, he drove to the diner, drank lukewarm coffee, and watched the sunrise. Now, there was no sunrise, no coffee, no diner. Just this awful, empty feeling.

His shoulders slumped, his gaze falling to the cracked pavement. He ran a hand through his already messy hair, a gesture of frustration he didn't even realize he was making. He kicked at a loose stone, sending it skittering across the driveway.

"Well, damn," he muttered, the word hanging in the crisp air. He knew he'd been putting off the repairs, but the thought of the expense felt like another mountain he didn’t have the energy to climb.

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