I can't remember the last time I ate a proper meal. Everything tasted like cardboard. The announcement was like a tidal wave, washing away everything I thought I knew. I sat on a bench near the quad, and I felt nothing but a dull, persistent ache in my chest.

People were milling around, talking, gesticulating. I wanted to tell them to be quiet, to stop being so… normal. Didn’t they feel it? This hollow space that had opened up inside of me?

The sun was warm on my skin, but I was cold, inside. The air was filled with the smell of freshly cut grass, but I was still suffocating. I didn't move.

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