The concert hall buzzed with energy, but Maya was a world away. She stood in the shadows, the vibrant music washing over her, but failing to reach the desolate space within. The melody seemed mocking, the joy of the crowd an alien language. Her hands were clasped so tightly her knuckles were white. The feeling of being adrift, of being fundamentally broken, was a persistent weight.

She caught the eye of a woman in the row ahead. The woman was clapping, but her hands were trembling, her smile fragile. There was a look in her eyes – a shared understanding, a flicker of recognition. Maya closed her own eyes and turned away, feeling the familiar pull of isolation, the ache of the unspoken.

Later, she found the woman outside. “I noticed you,” the woman said, her voice soft. “The… the way you’re holding yourself.”

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