"Leave me alone," she spat at the postman, slamming the door. The man was taken aback and stammered a reply, but she ignored him and retreated back inside. The apology letter sat on the doormat. It felt like an unwanted viper in her house.

She stalked through her house, not knowing what to do. Her breathing was ragged, her heart pounding. The words danced on her vision - *I'm sorry*. She didn't want to read them. She felt the old anger rise like bile in her throat.

She collapsed onto the sofa, burying her face in her hands. The room felt small, the walls closing in. She felt trapped. The past would not release her.

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