Rain lashed against the airport window, mirroring the tempest inside Amelia. She stared at the departure board, the red “DELAYED” flashing like a malevolent eye. Her sister’s wedding was supposed to have started an hour ago. Amelia clenched her jaw, the muscles in her neck tight as wire. Each agonizing chime of the overhead speaker felt like a personal insult.

She shoved her hands deep into her pockets, the rough texture of the fabric a small comfort against the growing unease. She hadn’t slept well the night before, a knot of anticipation and dread twisting in her stomach. Now, that knot had hardened into a lump of pure frustration. She should be there, giving a toast, helping her sister navigate the day. Instead, she was stranded, trapped.

A choked sound escaped her lips as she thought of the perfect speech she’d prepared. Now, it was just a memory, a phantom echoing in the sterile airport air. She kicked a discarded water bottle, sending it skittering across the floor.

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