The news landed like a lead weight in her stomach. “Postponed indefinitely,” the text read. Sarah felt the blood drain from her face. The meticulously planned surprise celebration was scuppered. All that anticipation… gone. She sank onto the sofa, the plush cushions offering no comfort.

She ran a hand through her hair, a futile gesture meant to unravel the knots of frustration inside. The living room, usually her sanctuary, felt cold and empty. The silence was deafening, amplifying the echoes of disappointment. The world, usually brimming with light and possibility, suddenly appeared muted and gray.

She reached for the television remote, but the screen's blankness felt insulting. She switched it off and let her gaze drift toward the window. The sky, a bruised purple, mirrored her internal state.

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