The library’s hushed atmosphere offered no solace. Amelia sat hunched over a book, but the words swam before her eyes. She couldn’t concentrate. The picnic. The shared picnic. It should have been a perfect day, basking in the sun. Instead, a cloud of confusion, a bitter taste, had settled between them.

She ran a finger along the worn cover, the texture a comfort. She glanced down at her own reflection in the pages of the open book, seeing the tired lines etched around her eyes. She remembered the tension, their clashing interpretations of a simple afternoon, the way his voice had sounded when he spoke of her perception.

She sighed, the sound echoing in the silent space. How could such a joyous occasion have soured so quickly? The question remained, unanswered, an unwelcome guest in her thoughts.

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