He ran a hand through his thinning hair, the gesture automatic, a nervous tic. Mark knew he should be preparing dinner, but he couldn't tear himself away from the laptop. His son, Leo, had been unusually withdrawn lately, locked in his room, headphones glued to his ears. Mark had finally caved and learned the password. Scrolling through Leo's "FriendZone" account, he felt a crushing sensation in his chest. The carefully constructed persona – the cool, confident gamer, the charismatic leader of some online clan – was a stranger. Mark’s shoulders slumped. He felt anchored, unable to break free from this suffocating feeling. He should be connecting with his son, but felt like he was running in place.

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