He stared out the window, at the vibrant green of the grass, at the sunlight dappling the leaves of the old oak tree. The image was a constant reminder. When the doorbell rang, he felt a jolt of annoyance.

It was Mr. Garcia, his face beaming, his hands gesturing expansively. “Hey, neighbor! I was hoping… I wanted to ask about using a small portion of your yard for a community garden. A little green space, you know?”

The words swirled around him, meaningless noise. He felt a tightening in his chest. “Do whatever you want,” he finally said, his voice flat, emotionless. He shut the door without waiting for a response.

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