He sat on the porch swing, the rhythmic creak a futile attempt to calm his frayed nerves. He could see Mrs. Rodriguez peering over the fence. The woman’s friendly calls usually irritated him.

She approached, her voice a warm greeting. "Good morning, neighbor! I have an idea about your land. A garden. For herbs and vegetables.”

He fixed his gaze on the ground, the wood of the porch worn and familiar. He said nothing. He watched the dirt and the tiny ants, ignoring her. She continued to talk. Finally, with a sigh, he looked up and said, "Do what you want.”

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