He stared at the cracked tiles of the bathroom floor, the cool porcelain offering no relief from the heat that simmered under his skin. He had barely spoken since the conversation. The thought of the pet—a guinea pig, according to Emily—was a grating buzz. A living thing, demanding attention. He wanted nothing more than to be left alone.

He scrubbed furiously at a stain on the tiles, the repetitive motion a useless attempt to channel his frustration. He felt a sharp jab of pain in his side. He wanted to go outside, to run until he couldn't breathe.

He slammed the door and left.

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