The silence of the house was a heavy blanket, smothering him. The discovery of the Rolls Royce parked in Ms. Periwinkle’s garage next door had left a sour taste in his mouth. He found himself avoiding his own reflection in the mirror, the sight of his face a grim reminder of his own perceived failings.

His jaw clenched, a muscle working involuntarily. He felt a strange sort of restlessness, an urge to move, to do something, anything, to break the monotony. He hated the routine, the predictability of his life. He slammed a drawer shut, the sound sharp and sudden.

He tried to distract himself with television, but the images of luxury and opulence on the screen only fueled his discontent. The world seemed to be filled with people who were effortlessly succeeding, while he was stuck in a holding pattern. He clicked the remote, shutting off the television.

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