The bus rumbled along the familiar route, but today, everything seemed off-kilter. She gripped the metal bar above her head, her knuckles white. The announcement – "Chez Pierre… Au Revoir" – felt like a personal affront. She blinked back the tears that threatened to spill over.

She had practically grown up in that restaurant, celebrating birthdays, anniversaries, triumphs big and small. It was a place of comfort, of familiarity, a refuge from the chaos of her life.

She wanted to call her best friend, to commiserate, but the words seemed trapped, caught in her throat. She stared out the window, at the blur of passing cars and buildings, a landscape that suddenly seemed both vast and isolating.

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