"So, that's it then?" Liam asked, his voice flat. He leaned against the brick wall of the coffee shop, arms crossed, avoiding eye contact with Maya. The news had dropped like a lead weight, squashing all the lightness from the afternoon. He stared at his feet, scuffing the worn soles of his sneakers against the pavement. The aroma of roasting coffee, usually a comfort, now felt cloying, a reminder of the shared rituals that were about to end.

He shoved his hands in his pockets, feeling the rough texture of the denim. The knot in his chest tightened. He wanted to argue, to demand she stay, but he knew it was pointless. He just wished the ground would swallow him whole.

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