The bustling marketplace, usually a source of comfort for Elena, now grated on her nerves. The wrong file. Her medical history, the details of her body, her life as seen through the lens of medicine, belonged to someone else.

She swatted at a fly, each movement jerky, uncontrolled. The vendors' calls, the children’s laughter – it all seemed too loud, too vibrant. The vibrant chaos contrasted sharply with the bleakness she felt. She took a deep breath, trying to calm the frantic beating in her chest.

She hurried away from the stalls and tucked herself away, where no one could see 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