The vibrant colors of the art gallery blurred before her eyes, the bright canvases mocking her mood. She'd sought refuge in art, hoping to find some semblance of beauty in the world. Instead, the exhibition felt as empty as her core. She'd run into Noah, her childhood confidant. The encounter, a carefully orchestrated plan in her mind, had resulted in him gazing back at her with a polite, vacant expression. He'd listened with a polite smile as she rambled about shared memories. Then, he'd told her, “I don’t think I’ve ever met you before,” before walking off. She stood there, the weight of his words pressing down on her.

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