The scent of lilies filled Amelia’s tiny flat, cloying and sweet. She found them on her doorstep, tied with a ribbon of silk, stark white against the grey concrete. No clue as to who sent them. She'd spent the morning staring out the window, replaying the argument, each word a fresh wound.

She felt a tightening in her chest, a physical weight she couldn't shift. Amelia paced, the uneven floorboards creaking under her boots. The phone remained stubbornly silent, the silence amplifying the thrumming anxiety in her chest. She snatched up a vase and set it by the window. She hated the light, and now, the flowers.

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