The world felt muted, as if seen through a veil. He sat at his desk, the unfinished manuscript on his computer screen a stark reminder of his creative stagnation. The angry email from the apartment manager, forwarded from a neighbor, sat in his inbox.

His shoulder blades ached with tension. He hadn't slept properly in days. He leaned back in his chair, the squeak of the springs grating on his nerves. He felt a deep, profound weariness, a sense of being utterly defeated.

He closed his eyes, pressing his palms against his eyelids. He imagined himself leaving, starting over, disappearing into the anonymity of a new place.

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