The stale air of the cafe did nothing to alleviate the heavy weight pressing down on her chest. Clara picked at the foam of her cappuccino, her fingers tracing the rim of the cup. Her work, a series of photographs capturing the desolate beauty of the abandoned factories, was now plastered across the walls of this establishment. An advertisement, it seemed, for a 'local' talent.

A burning sensation crawled up her neck as she watched people admire her images, unaware of the actual originator. The injustice was a physical ache. She wanted to scream, to lash out, to make them all understand the theft that had been committed. Instead, she just sipped her coffee, the silence a suffocating shroud.

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