The salt air tasted like ash on Amelia’s tongue. She stood on the pier, the rhythmic crash of the waves against the pilings a constant, unwelcome beat. The ocean, usually a source of solace, now amplified her internal disquiet. She had recognized him instantly, the lanky frame, the familiar crinkle around his eyes when he smiled. He looked at her like a stranger when she brought up their days on this very beach. He tilted his head, a confused furrow forming on his brow, and politely asked if she’d mistaken him for someone else. Her stomach twisted, a physical manifestation of the twisting of her hopes.

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