The rain hammered against the bus window, mirroring the relentless thrum in Amelia's chest. She hunched deeper into her threadbare coat, the collar pulled high, a barrier against the chill and the news. The crumpled flyer, clutched in her hand, felt slick and oily. "Ciao Bella… Closing." A single tear traced a path down her cheek, a cold river in the storm.

She knew she should go home, but the thought of the empty apartment, the silence, was unbearable. Instead, she asked the driver for the nearest stop to the restaurant. Her stomach twisted with a familiar ache – a mixture of anticipation and dread.

The restaurant, a beacon of warm light in the gathering dusk, looked oddly vulnerable, like a friend caught in a sudden downpour. Inside, the usual bustle was muted. The scent of garlic and oregano, usually a comfort, now felt like a poignant memory.

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