The attic's dim light made shadows dance, their movements mirroring the unease inside him. He didn’t want to be here, trapped in this mausoleum of forgotten things, but the house felt like a physical burden.

He found a small, locked box. He spent an hour, picking at the lock. Finally, with a snap, it gave way. Inside, a single, tarnished silver locket lay. He opened it, revealing a faded photograph of a woman he didn’t know.

He wanted to scream. He slammed the box shut, the sound echoing in the stillness. He hated the unknown secrets that lived inside his house. He wanted to leave everything behind. He kicked at the box, sending it skidding across the floor.

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