The scent of lavender and old paper filled the study as Maya rifled through the boxes. Her fingers, usually nimble and quick, moved with a sluggishness she couldn't explain. The silence of the house pressed in on her, amplifying the tremor in her hands. The discovery of her mother’s hidden stash of schoolwork had unearthed something raw within her.

She found a composition about her biggest fear: being alone. The words jumped out at her, each one a sharp jab. Her throat constricted.

She wanted to tear the page to shreds. But she couldn't. It was as if she were trapped, tethered to the past, unable to escape the suffocating weight of her own history. She sank into her chair, the leather creaking in protest.

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