The silence of his apartment felt suffocating, broken only by the rhythmic ticking of the grandfather clock in the hallway. Sarah paced, the polished wood floor reflecting the harsh glare of the overhead light. She felt like a caged animal, restless and irritable.

She’d spent the entire afternoon poring over her expenses, meticulously comparing them to the lavish lifestyle of the junior colleague. The disparity was stark, a blatant illustration of the inequity that fueled her growing ire. She knew she was being unreasonable, that she shouldn’t be so upset, but the feeling of being overlooked, undervalued, was potent.

She ran a hand through her hair, the strands catching on her fingers. She picked up a ceramic vase and threw it. Shattered.

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