The flickering gaslight cast long, dancing shadows across the cramped study. Edward sat hunched over the letter, his brow furrowed. He'd found it tucked inside a leather-bound journal, a missive to a woman he’d loved, a woman he’d failed. The paper was brittle, the ink faded, yet the words leaped from the page, a cruel reminder of his past.

He'd poured out his heart, his hopes, his fears. He'd exposed his vulnerability, his deepest desires. And then, he’d done nothing. He'd let fear win. The weight of it settled on him. He felt the old pain.

He traced the words with a trembling finger, each syllable a stab of regret. He tossed the letter into the fireplace, watched the paper curl and shrivel. He did not feel better.

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