The silence in the car was deafening. David, behind the wheel, was driving in circles around the neighbourhood. He felt a profound sense of… unease. His date, Jessica, sat beside him, staring out the window, occasionally letting out a heavy sigh. This was their "special spot," the scenic overlook where they’d shared their first kiss. Now, the view felt bleak, the memory tainted.

He pulled over, the engine idling. "What's wrong?" he asked, his voice strained.

Jessica turned to him, her eyes glistening. "He's so sweet," she said, her voice catching. "He's just… perfect."

David's heart pounded. He knew he'd met her first, and that she'd been the one to message him first, and he didn't feel anything anymore. He couldn't help himself. He asked, "Who are you talking about?"

Jessica turned to him, her eyes wide, and said, "Tom. He's here now."

Tom, a man who looked exactly like him, suddenly opened the car door.

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