The air inside the dusty old gym felt stale and thick. Sarah sat in the corner, her fingers tracing invisible patterns on the wooden floor. She had always excelled at the game, the rhythm of the sport echoing in her soul. Now, that rhythm was shattered, the melody silenced.

She wanted to scream, to lash out, but instead, she remained silent, the silence amplifying the internal chaos. She had imagined this moment, but the reality was far more brutal, more painful. She focused on the grain of the wood, each imperfection a reminder of the fragility of everything she held dear.

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