He ignored the flyer stuck on his door, the glossy paper practically taunting him. He let it remain there for days, a testament to his apathy. He could not bring himself to engage.

He stood by the window, watching the street below. He felt a detached observer, as if he were watching someone else's life. The other people seemed so eager to start their day.

He needed to feel something. Anything.

The distant sounds of construction seemed to amplify his sense of isolation. His apartment, once a refuge, now felt like a gilded cage. 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