The hum of the espresso machine filled the small cafe, a stark contrast to the booming music and flashing lights echoing from the club across the street. "Thanks, Alice," I mumbled, accepting the coffee. Today, on my birthday, my best friend, Jessica, was hosting a dance party. I just wanted a quiet morning.

I took a sip of the bitter liquid, letting the heat soothe the chill that had settled in my bones. I watched the people pass by, their faces alight with a kind of joy I couldn't seem to access. I felt disconnected, as if I were observing the world through a thick pane of glass.

I clutched the cup tightly, the porcelain a small comfort. The thought of the loud music, the crowded dance floor, the forced conversations filled me with a deep sense of dread. I felt the familiar tightening in my chest, the familiar urge to retreat, to disappear. I put down the cup. I didn't want to go.

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