The gallery was a symphony of hushed tones and clinking champagne flutes, but Clara felt no joy. She stood, arms crossed, staring at the canvas that now felt alien. Years of meticulous brushstrokes, of emotional labor, reduced to a commonality.

Her rival's work, unveiled just moments ago, mirrored her vision, her style. It was a brutal imitation. The same palette, the same subject matter, the same subtle nuances she believed were unique to her.

Clara felt a dull throb behind her temples. The compliments from the well-wishers sounded hollow. She couldn't bring herself to respond, instead, just staring at the wall as if it might offer an explanation. The champagne felt like ashes in her mouth.

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