The sunlight seemed to mock him, streaming through the blinds, highlighting the dust motes dancing in the air. He sat slumped on the couch, the remnants of a half-eaten sandwich on the coffee table a testament to his lack of appetite. The note, this time taped to his door, was a fresh wound.

He felt a familiar pressure behind his eyes, a sensation of being utterly drained. He wanted to disappear, to vanish into the folds of the worn sofa. "Turn it down!" the note screamed, as if that would solve the internal chaos.

He rose heavily, his legs leaden. He flicked the volume on his stereo down, a useless gesture, because the real noise, the screaming in his head, could not be silenced.

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