The chipped mug warmed his hands, but it didn't touch the chill that had settled in his chest. Across the tiny kitchen, Liam bounced on the balls of his feet, radiating an energy he couldn't stand. “Come on, man! A little kitten! We can call him Captain Snuggles!” He winced, then slammed the mug down. The clatter echoed in the cramped apartment. He turned away, staring out the window at the rain-slicked street.

He felt the muscles in his jaw clench. The thought of a furry, dependent creature, demanding attention and disrupting the already tenuous peace of the place, was suffocating. He wanted quiet. He craved the silence he used to have.

Liam’s voice, now tinged with disappointment, sliced through the air. “You haven’t even considered it, have you?” He shrugged, unable to look his roommate in the eye. A sigh escaped his lips and he wished he could leave. He wished he could just vanish.

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