The message was curt, impersonal. The surprise party, orchestrated with love and meticulous planning, had been cancelled. The decision left him feeling like a deflated balloon. The air seemed to have been sucked out of the room. He sank into his favorite armchair, the comfortable fabric now offering no solace.

He closed his eyes, replaying the scenario in his mind, searching for an explanation, a reason. Finding none, he felt his jaw clench, a silent testament to the frustration bubbling inside.

The clock ticked loudly, each second a hammer blow against his fragile composure. He got up and began pacing, the carpet yielding to his restless steps. The house felt too small, too confining.

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