He was standing in the kitchen, staring at the empty space where a calendar used to hang. It was still blank, and he didn’t want a new one. The quiet of the house was a blessing he didn’t want to be disturbed. But then came the knock on the door, a series of short, insistent raps.

It was young Michael, the boy next door, all freckles and enthusiasm. He was flanked by his parents. “Hi, Mr. Evans! We were wondering… we were hoping… the space between your houses, maybe a small garden?”

He stared at them. The boy’s face, bright with expectation, was a painful contrast to his own internal state. He took a deep breath. “Go ahead,” he finally said, his voice a low rasp. He closed the door, shutting out the sun.

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