He found himself wandering the familiar streets of their old neighborhood. The houses looked the same, but somehow different. He felt as if they had all moved forward except for him. He was stuck.

He stopped in front of the coffee shop where he and Sarah used to meet, where they first talked about their dreams. The memory pricked at him. He could almost see her face, lit up with optimism.

He turned away abruptly. The aroma of coffee, once comforting, now felt like a taunt. He walked on, his pace quickening, determined to put as much distance as possible between himself and those happy memories.

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