The low thrum of the refrigerator was the only sound in the kitchen, a steady drone against the silence of his apartment. Michael leaned against the counter, absently fiddling with a loose thread on his jeans. The dog, that blasted golden retriever with the permanently vacant expression, was in his yard again. Michael could see it, a golden flash against the green of his grass.

He let out a sigh that sounded like the air had been knocked out of him. He wasn't in the mood. He didn’t want to deal with it. He wanted to be left alone. He reached for the phone, then stopped himself. Dealing with the owners was the last thing he wanted.

He wanted to scream.

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