The coffee tasted like ash. He stared at the steaming mug, the warmth doing nothing to thaw the iciness spreading through him. His sister's words, still fresh, replayed in a loop. He had spent the morning walking the beach, watching the waves crash, but the rhythmic motion did nothing to calm the chaos inside. The endless blue of the ocean felt foreign, detached. He felt a deep, unspoken disappointment, a feeling that something precious had been irrevocably lost. He set the mug down with a clatter, the sound sharp in the quiet kitchen.

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