He slammed the door, the sound echoing in the empty house. The discovery, hours ago, still burned in his gut. His son, Michael, had an entire online persona he'd meticulously crafted – a rebellious, edgy version of the boy he thought he knew. He paced the living room, the Persian rug feeling oddly slick beneath his feet.

The silence amplified the turmoil inside him. Every photograph, every carefully chosen word, felt like a betrayal. He’d always prided himself on their open communication. Apparently, that was a lie.

He clenched his fists, knuckles white. The anger churned, a bitter taste in his mouth. He wanted to scream, to confront Michael, but something held him back. The fear, maybe. The fear of what he might find.

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