The scent of freshly brewed coffee, usually a source of comfort, now only seemed to amplify the disquiet within Ben. His daughter, Maya, had begun the school year and was regaling him with tales of her new music teacher, Ms. Blackwood. Ben’s face had fallen. Blackwood, the woman who had crushed his dreams of being a musician.

He found himself picking at his nails, a nervous habit he hadn't indulged in years. He felt a constant ache in his chest, a low hum of anxiety. He kept replaying memories of his past failures, the sharp sting of Ms. Blackwood’s dismissal.

He avoided contact with Maya for most of the day, retreating to his study. The silence offered little solace. He spent hours staring at the wall, lost in the echo of his past.

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