“More flowers?” Clara muttered, her voice laced with weary disbelief. The doorbell had rung again. Another bouquet, this time a riot of wildflowers. No card, of course. She slammed the door, the floral scent filling the air, a reminder of the emptiness that consumed her.

She turned and marched into the bathroom and stared at herself in the mirror. She ran the tap water and splashed her face, the coldness offering little comfort. She felt a knot forming in her stomach, a constant pressure. She felt lost. She sat on the toilet lid and sighed.

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