The apartment was too quiet, the silence amplified by the ticking clock on the wall. He slumped onto the sofa, the list of goals clutched tightly in his fist. It was a stupid piece of paper, a pointless collection of aspirations, and yet, it was all he could fixate on. His wife, Emily's, ambitions were laid bare before him.

He scowled, his jaw tight. He scanned down the list, her handwriting neat and optimistic. “Visit Japan.” “Learn to play the cello.” “Open a bakery.” He felt a pang of resentment, a knot of unease twisting in his stomach. He’d always been the practical one, the one who kept them grounded. Now, he felt shackled.

He closed his eyes, the image of Emily's joyful laughter a painful contrast to his current mood. He felt… hollow. He felt like he'd failed her somehow.

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