The flickering candlelight cast long, dancing shadows on the walls of her room. She stared at the letter, its contents seared into her memory. Her father's neat script, so familiar yet now so alien, detailing his resignation. A turning point. A choice. A silence that had stretched across decades.

She hugged her knees, feeling a chill despite the warmth of the small space. She replayed snippets of conversations with him over and over in her head. The casual banter, the jokes, the way he would never really *say* anything. She felt a familiar hollowness inside, a kind of emptiness that echoed through her very being.

She rose and began to walk around the small space, her movements restless. She found herself reaching for a cigarette, even though she hadn't smoked in years. She threw it away unlit, the gesture somehow satisfying.

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