The silence of the house felt deafening. The ticking of the grandfather clock in the hallway was a relentless, irritating rhythm. He sat in his favorite armchair, the worn leather a familiar comfort, but even that failed to ease his agitation.

He'd spent the day avoiding the phone, the internet, anything that could remind him of the upcoming appointment. He had tried to distract himself with work, with exercise, but nothing worked. His mind kept circling back to the same point.

He closed his eyes, his jaw muscles clenching. He felt a sudden, profound sense of helplessness. The room around him felt too small, the air too thick. He was trapped.

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