From the moment the florist knocked, Henry’s mood worsened. The lavender blossoms sat on the kitchen counter, an unwanted intrusion. He'd been immersed in his work, the world narrowed to code and screens, and now, he was adrift. He hated this intrusion.

He avoided looking at the flowers. He paced the small flat, his footsteps echoing on the wooden floor. He needed a distraction, but nothing seemed to grip his attention. He picked up his phone, scrolled, put it back down again. The lavender scent followed him, a constant reminder of some forgotten feeling.

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