The fluorescent lights of the building hallway seemed to buzz louder than usual, assaulting Arthur's senses. He fumbled with his keys, struggling to fit them into the lock, a task that usually came without thought. The metallic clang of the door shutting behind him echoed the hollowness in his chest.

Inside, he kicked off his shoes, sending them sailing across the cluttered living room. He sat heavily on the worn sofa, the springs protesting under his weight. A wave of nausea rolled through him, the remnants of last night's takeout twisting in his stomach.

He glared at the flyer, crumpled on the coffee table. The glossy photo of the renovated lobby and the promise of "luxury living" felt like a personal insult.

"Great," he mumbled, staring at the ceiling. "Just great."

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224