The email arrived like a cold gust of wind. The surprise celebration, a carefully constructed tapestry of joy and affection, was now unraveling. A sudden hollowness settled in his stomach, a physical manifestation of his disappointment. He felt as if something had been taken from him, a piece of himself ripped away.

He wandered into the kitchen, his movements slow and deliberate. He stared at the refrigerator, a repository of forgotten meals and fading promises. The silence of the house amplified the echoes of his discontent. He needed a distraction, something to break the suffocating silence.

He reached for a glass and poured himself a generous measure of whiskey, the amber liquid swirling in the glass, a stark contrast to the darkness that was creeping in.

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