The shadows in his living room seemed to deepen as the fence went up. He switched off the television, the silence amplifying the rhythmic thudding of the hammer. Each nail driven in felt like a personal betrayal.

He remembered how easy it had been before, to step outside and feel connected, not just to his own little yard, but to the world beyond. The fence was going to change all of that. He felt like he would be trapped.

He poured himself another glass of whiskey, the amber liquid doing little to ease the tightness in his chest. He felt a familiar knot forming in his stomach, a precursor to the feeling he struggled against every day. He sank into his armchair, the worn fabric offering little comfort.

He closed his eyes.

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