He sat in the dimly lit diner, the flickering fluorescent lights casting long shadows across the empty tables. He’d just overheard the couple at the next booth discussing their trip to the Bahamas. The conversation, filled with casual mentions of private jets and luxury hotels, had grated on his nerves. He felt a deep, unspoken anger.

His hand trembled as he reached for his coffee, the bitter taste doing nothing to soothe his inner turmoil. He stared at the chipped mug, a reflection of the weariness that had settled deep within him. He wanted to be anywhere but here, to escape the suffocating weight of his own existence.

He pushed his plate away, the untouched food a testament to his lack of appetite. He stood up abruptly and left the diner, the cool night air doing little to dispel the gloom that surrounded 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