The afternoon sun, struggling to break through the overcast sky, cast a pale light over the garden. Sarah sat on the weathered wooden swing, barely moving. She'd found it in the attic, nestled in a box of her deceased father's things. A letter, penned in her own childish scrawl, addressed to him. She'd never sent it.

It spoke of her dreams, her fears, her longing for his approval. Reading the words again, she felt a hollow ache. It was a plea for love, unspoken and unanswered. The words echoed in her mind.

She swung slowly back and forth, the chain creaking with each movement. The gentle motion did not comfort her. Tears welled in her eyes, blurring the familiar landscape.

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