The photographer gestured for him to join the group for a picture, a request Leo answered with a curt nod. He planted himself on the periphery, his arms crossed, avoiding the convivial buzz that surrounded him. He'd been looking forward to a relaxing evening. He hadn’t been expecting this.

He saw her, and his heart thumped a heavy, irregular rhythm. It was a physical blow, a punch to the gut. He could feel the blood drain from his face. She looked happy, radiant. He didn't deserve to be in the same room.

He found himself slowly backing away, as if trying to physically distance himself from the memories the sight of her resurrected. He retreated to a shadowy corner, watching the scene unfold from a detached vantage point, his gaze locked on her, a captive audience to her happiness.

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