The wedding felt like a play he’d been forced to attend, each smiling face a performer, the whole scenario utterly artificial. He forced a smile, but it felt wooden, unnatural. He saw her, and the smile faltered.

He found himself wandering through the crowd, unable to settle, the cheerful greetings grating on his ears. He was desperate for an escape, for a chance to disappear. He clutched his drink tightly.

He ended up outside, leaning against a tree, watching the stars. The cool night air offered a small respite from the suffocating atmosphere of the reception. He just wanted it to be over.

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