The afternoon sun, slanting through the blinds, cast long, distorted shadows across his desk, mimicking the distorted landscape of his thoughts. He ran a hand through his hair, the gesture rough, almost violent. He’d barely slept in days.

“Did you, uh… ever go to Camp Greenlake?” asked Jessica, hesitantly, breaking the afternoon stillness.

He slowly turned, his gaze distant, his expression unreadable. His shoulders were hunched, his hands in fists. He felt a deep, instinctive aversion, a visceral reaction to the question.

He took a slow breath, then, after a prolonged pause, a single word: "Yes."

His eyes drifted back to his work. The world around him seemed to shrink, closing in on him.

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