The news felt like a betrayal. The surprise gathering, a symbol of affection and appreciation, was now a discarded plan. The cancellation left him feeling strangely empty, as though a vital piece of him had been removed. He stood perfectly still for a moment, the silence of the room pressing in.

He found himself walking aimlessly through the house. Each room, each object, seemed to mock him with its normalcy, its untouched surfaces. The vibrant colors of his artwork, usually a source of pleasure, now seemed gaudy and excessive.

He went outside, the cold air stinging his face. He felt like shouting, but the words caught in his throat. He clenched his fists, the force of his frustration directed inwards.

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