The city's vibrant energy usually invigorated Chloe, but tonight the bustling streets only served to magnify the tension that had taken hold. The graduation party. The way he had spoken to her, dismissing her achievements with a smirk.

She walked quickly, her pace quickening with each stride. She felt a burning sensation in her chest, a mixture of anger and disappointment. She had wanted to share her joy, but his perspective had stolen her happiness.

She finally ducked into a small cafe, seeking refuge. She sat at a table by the window, watching the rain blur the city lights. Each drop was a reminder of the tears she refused to shed, each shimmer a mirror of the turmoil inside. She longed for resolution, for understanding. But the chasm between their memories remained, a widening void.

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