“Perfect timing,” I muttered under my breath, my gaze fixated on the vibrant orchids. I hadn’t wanted them. I didn’t want anything. The florist, beaming, had barely left before I’d slammed the door. I wanted to be left alone.

I stared at the blossoms. Their strange beauty filled me with a dull resentment. I sat on the floor, my back against the door. I felt an emptiness that I knew I couldn’t fill. I closed my eyes, the floral scent strangely nauseating, and let the darkness envelop me.

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