Rain lashed against the windows, mirroring the tempest brewing inside him. Sarah stood in the kitchen, the steam from her coffee clouding the glass. The persistent knock at the door felt like a physical blow. It was Mr. Henderson, his smile a little too wide, a little too enthusiastic.

“Lovely day, isn't it?” he chirped, oblivious.

She didn't respond, just watched the water streaming down the glass.

"I was thinking," he continued, the cheer in his voice undeterred, "that lovely strip of land between our houses...would be perfect for a small vegetable patch. My grandkids would love it. Might I…?”

She gripped the counter, knuckles white. The thought of children, of laughter, of life flourishing in that empty space, was suffocating. “Do what you want,” she finally rasped, her voice tight. She closed the curtains with a sharp click and turned away.

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