The doctor's office felt suffocating, the air thick with the scent of antiseptic and unspoken truths. Maria had been struggling with debilitating fatigue and a persistent cough for months. The news, delivered with a hurried apology, was a punch to the gut: her records, including her genetic tests, belonged to a woman with a rare, aggressive form of cancer. Suddenly her reality shattered.

Her body felt heavy, leaden. She’d been preparing for the worst, bracing herself for bad news, but this was something else. This was a complete and utter derailment. She was meant to be starting a new job next week, the one she’d worked so hard to get, and now that felt like a million miles away. She closed her eyes, the world spinning. When she opened them, the doctor was still there, but she couldn't see anything clearly.

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