The weight of the letter felt heavy in Sarah's hand, almost physical. She stared at it, the pristine white paper mocking her. The late afternoon sun cast long shadows across her bedroom floor, turning the room into a cage of darkness. She felt trapped.

She crumpled the letter in her fist, then smoothed it out, a small, futile act. She imagined the faces of her family, their hopes invested in her. The thought tightened her throat. The scholarship meant everything.

She sank onto her bed, the springs groaning in protest. The ceiling seemed to press down on her, the silence a suffocating blanket. She just wanted to be alone, to disappear.

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