The fluorescent lights of the breakroom buzzed, a high-pitched whine that amplified the tension churning within him. He avoided eye contact, shuffling the papers in his hands, trying to appear busy. Across the small table, Emily chatted animatedly about her upcoming camping trip, a smile plastered across her face. He envied her lightness.

"I can't believe I'm going camping, it's so exciting." Emily said.

"That's great," he mumbled, his voice flat. He felt a familiar tightness in his chest.

"Did you ever go camping when you were a kid?" she asked.

He stiffened, the question catching him off guard. "Not really," he deflected, his gaze fixed on the chipped paint of the wall. He felt a sudden, inexplicable urge to flee the room, to escape the suffocating familiarity of the space.

“Oh, that’s too bad," she said, "I remember going to this camp called, Camp Serenity. It was magical, so many happy memories." He was quiet, the images of his childhood, that camp, flooding his mind, he felt choked up and overwhelmed.

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