The air in the gallery was thick with the scent of oil paint and turpentine. Clara stood before her latest canvas, a riot of colors that failed to capture the chaos inside her. The apology, carefully tucked inside a package containing her art supplies, had arrived the day before. She hadn’t dared to open it.

She glared at the painting, her brush poised. It didn't feel right. The colors were too bright, the composition too forced. Everything felt wrong. She threw the brush down in frustration.

She felt a hollowness, a familiar ache. The past had cast a long shadow, twisting her present. She longed for release, for the peace that seemed forever out of reach. She took a deep breath, trying to calm herself. The letter lay unopened, an unspoken threat.

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