The salt-laced wind whipped around him, stinging his cheeks. He stood on the pier, the rhythmic crashing of waves against the pilings a steady, relentless beat. He preferred the raw, untamed nature of the coast tonight. The crashing waves helped to drown out the internal noise. He'd poured his heart out, thinking he was getting somewhere. Now, nothing.

He wasn't surprised when he saw her exit the restaurant with another man. It was like a movie. He watched as they embraced, a perfect tableau of everything he’d thought he’d shared. He felt the familiar weight in his chest, a deep ache that settled into the bone.

He turned away, the wind tearing at his coat. He couldn’t face it. He walked away from the place where he should have been.

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