"So, they're selling out," Leo muttered, his voice a low growl. He was pacing the length of his cramped living room, the worn rug a familiar comfort beneath his feet. He had a tight feeling in his gut.

He stopped, staring at a framed photograph of his late wife. Her smile felt like a distant echo, a reminder of a happier time, a safer time.

He punched the wall, hard, then immediately regretted it. His knuckles throbbed, a sharp, physical pain that momentarily distracted him from the dull ache spreading through his chest. He took a seat in his old recliner.

He needed a drink. He needed to forget. He'd never liked change, and this… this felt like the end of something.

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