The coffee had grown cold, mirroring the frost that had settled on Elara's usually sunny disposition. She stared at the email, the words blurred through a haze of unshed tears. The polite, yet dismissive, tone of the editor grated on her nerves. She ran a hand over her throat, feeling the constriction there, a physical manifestation of the crushing weight on her chest. The apartment, once a haven of creativity, now felt like a prison. The colourful paint she’d chosen for the walls felt somehow garish, the sunlight streaming in the window now felt like someone shining a spotlight on her inadequacies.

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