The smell of stale pizza and unwashed laundry filled the room, a constant reminder of the shared living space. Maya walked in, her usual cheerful demeanor replaced with a heavy silence. Her stomach churned. Her journal, her sanctuary, lay open on her pillow, a glaring betrayal in the dim light. She’d been so careful, so secretive.

Her roommate, Chloe, was humming, oblivious, organizing her nail polish collection. Maya wanted to scream. She wanted to grab the journal and tear it to shreds. She felt a knot forming in her throat, making it difficult to breathe. The air felt thick, the space suddenly too small, suffocating. She felt a wave of nausea wash over her.

She sat on the edge of her bed, her hands trembling. Chloe finally noticed her distress. “What’s wrong?” Chloe asked, a confused frown creasing her forehead. Maya just shook her head, unable to speak, her world suddenly reduced to the defiled pages of her journal and Chloe's innocent face. She closed her eyes, trying to suppress the rising tide of feelings that threatened to engulf her.

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