The park bench felt cold and unwelcoming beneath Finn's numb body. The setting sun cast long shadows, painting the scene in a melancholy light. He had waited here for two hours, and there was still no sign of them. A chill wind sliced through him, making him shiver despite the jacket he wore. He felt a deep, gnawing ache in his chest, a sort of void.

He heard footsteps and looked up, hope flickering briefly before dying. A woman approached, her face etched with confusion. “I’m so sorry,” she said, “but… are you… Daniel?” Finn, numb, only shook his head. He knew that name. And it wasn't his.

The woman’s expression changed from apology to shock. She pulled out her phone and showed Finn a photo. He recognized the person in the photo. It was the same person he was supposed to meet. The person who had broken his heart. The person who had broken both of their hearts.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322