The manuscript lay open on the kitchen table, the words blurring under a film of tears. A half-eaten plate of food sat abandoned beside it, the meal a monument to the loss of appetite. She pushed the plate away, the gesture abrupt. The air in the kitchen felt stale, filled with the ghosts of hopes and aspirations. She rested her forehead on the cool, unforgiving surface of the table, her body trembling with a suppressed sob. The silence of the house was a painful echo of her own internal turmoil.

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