The elevator’s silence was broken only by the ragged sound of her own breathing. Chloe stared at the “closed” sign above the door, her heart hammering against her ribs. Opposite her, stood her coworker, Tom, who appeared to be remarkably calm.

"I'm going to be so late," she said, her voice barely a whisper. She was due to pick up her daughter from school in thirty minutes. The thought of disappointing her, the guilt that would follow, was unbearable.

Her hands were clammy, and she wiped them surreptitiously on her trousers. She felt a profound sense of anxiety, a knot of worry that tightened with every passing second.

She hugged herself, a futile attempt to comfort herself against the cold dread that was slowly consuming her. The minutes ticked by, each one a hammer blow to her already fragile composure. The thought of not being there for her daughter was almost more than she could handle.

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