The house felt too large, the silence too complete. He moved from room to room, aimless. He felt restless, an energy that buzzed beneath his skin, demanding release. The TV offered no solace, the news blaring meaningless chatter. He considered a drink, then rejected the idea.

He walked to the front door, staring at the empty driveway. His gaze remained fixed there, unblinking, for what felt like an eternity. The image of the tow truck lingered in his mind, its presence a personal slight. He had plans. Important plans.

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