The stairs creaked with each step, the sound amplifying the silence. The stale air of the attic hit him like a physical blow, a reminder of the stagnation in his own life. The smell of decay was almost overwhelming.

He found a collection of old records, stacked haphazardly on a shelf. He picked one up, a scratch marring its surface. He put it back, without ever trying to see what it was. Every item here seemed to mock him.

He didn't want to know the details of the previous owners' lives. He didn't want to be reminded of the things he had lost. He just wanted to leave the room. He slammed the door behind him with a sudden burst of anger.

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