The salt air whipped around Clara’s face as she stared out at the choppy ocean. The constant movement of the waves seemed to echo the turmoil inside her. Her phone buzzed, and she saw the notification. *Mr. Davies is now following you.* The art teacher. She clenched her fists.

During the art class, she found herself obsessively cleaning her brushes. The clatter of metal against ceramic filled the silence. Mr. Davies, strolling through the studio, paused beside her easel. “Interesting use of color, Clara,” he said. The compliment, usually a source of pride, now felt like a cage. She remained silent, her jaw tight, the world becoming muted around her.

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