The scent of lavender, once comforting, now felt cloying. Emily stared out the window at the rain-swept garden, the vibrant blooms mirroring the dead flower in her heart. The hidden bank account, a testament to her husband’s deceit, sat on the bedside table, a mocking symbol of the life they had built. She picked it up, ran her finger over the numbers.

She felt a hollowness inside, a kind of emptiness that made it hard to breathe. Her throat constricted. A bitter taste lingered on her tongue. The silence of the house amplified the anger simmering within her. She wanted to shatter something, to destroy the calm facade and confront the hidden lies.

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