He ran a hand through his hair, the gesture more a sign of internal turmoil than a grooming habit. The apartment felt too small, the walls closing in. He'd trusted. He’d opened himself up. And for what?

The doorbell rang. He opened it to find a woman, her face a mask of disappointment. It was the same disappointment that he felt. He had seen her on his social media. The same smile, the same profile picture. He knew who it was immediately.

"He's not coming, is he?" she asked, her voice flat. He shook his head, unable to speak. The air in the hallway felt thick, suffocating. He needed out.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330