Clara avoided eye contact with her reflection in the bathroom mirror. The room was a stark white, the fluorescent lights unforgiving. She’d been a fan of the author, Arthur Finch, since she was a little girl. Now, the weight of his alleged deceit felt heavy.

She splashed cold water on her face, but it did little to cool the fire in her cheeks. Everything felt tainted, as if she had been somehow complicit. She had invested herself in his books. Her walls felt as though they were closing in on her.

She picked up her toothbrush, but the simple act of brushing her teeth felt like a struggle. What was the point, she wondered, of anything?
She just felt like disappearing.

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