The harsh fluorescent lights of the garage cast long, unflattering shadows across the items for sale. Ethan hated the harsh light, hated everything about this cluttered space. He stood near the back, leaning against a rusted car, his arms crossed, his gaze fixed on the floor. He felt a hollowness inside him, a vast, echoing emptiness that nothing could fill. He was nothing.

Then, there. At the far end, in a box filled with old knick-knacks, was the bear. A physical jolt ran through him. His face went pale. He felt a sudden, urgent need to flee, to escape the suffocating weight of the past. He forced himself to walk towards it, his footsteps slow, deliberate. His hands were shaking. He reached for it, and his world was destroyed.

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