Rain lashed against the windows of the venue, mirroring the storm brewing inside Amelia. She hadn't expected him to be here, though logically, she knew he would. The invitation was a formality, a required presence. Her shoulders were tense; the dress she’d chosen felt itchy and constricting.

A wave of nausea churned in her stomach as she glimpsed him across the dance floor, laughing, his arm around another woman. The woman’s dress was bright, her smile wide and carefree, while Amelia's felt like lead. She turned her back, focusing on the small square of cake on her plate, the sweet taste failing to penetrate the bitter coating on her tongue.

She pushed her fork around the frosting, watching the droplets of condensation form on the glass of her water. Each gentle movement seemed to demand a great amount of effort, her muscles stiffening with each passing moment. She thought of excuses to leave early, to escape the crushing disappointment that had settled upon 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