The evening news droned in the background, a meaningless jumble of voices. Liam sat slumped on the sofa, the remote control resting uselessly in his hand. Mrs. Davies had called, her voice thin and insistent, about the sycamore. The sycamore cast shadows on her garden and was, she declared, messy.

He had walked the property line. Now, the tree felt like a physical burden on his shoulders. He reached for the remote, changing the channel without seeing. It didn't matter what he watched. Everything looked the same.

He suddenly felt like smashing something. He wanted to scream. Instead, he simply closed his eyes.

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