The pizza box sat unopened on the coffee table. Ethan hadn’t even bothered to take out a plate. He sat in the dim light of the living room, the curtains drawn, the silence punctuated only by the rhythmic ticking of the grandfather clock in the hallway. He’d told Clara he was "busy," a lie that twisted in his gut. The truth was, he couldn't face her. He couldn't face anyone.

He picked at a loose thread on the worn sofa cushion. The frayed edges mirrored the way he felt inside. He felt as though a large part of his chest had been hollowed out. He was alone with his thoughts.

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