The phone vibrated on the table, a constant, irritating buzz. David ignored it, letting it eventually fall silent. The notification from the journal, an announcement of his published article, was a cruel joke. He’d seen the real thing, the imposter’s work, earlier.

He sat rigidly in his chair, his back ramrod straight. He hadn’t eaten all day, the thought of food now repulsive. He felt like his insides were churning. The silence in his apartment was almost deafening, broken only by his shallow, ragged breaths.

He imagined the lies, the excuses, the justifications that had to come. The sense of betrayal was a physical ache, a heavy weight in his chest. His hands trembled as he slowly reached for his cigarettes. The first puff did little to calm the chaotic thoughts that swirled within.

He leaned back, staring at the ceiling, feeling more distant from the world with each passing moment.

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