A gentle breeze rustled the leaves of the ancient oak tree, but it failed to reach into the depths of Eliza's being. She wandered the yard, the bright colors of the items on display a stark contrast to the monochrome of her mood. The air felt heavy, the sounds of laughter and chatter a constant, irritating drone. She felt a constant tension in her shoulders. She wanted silence. She wanted everything to stop.

She saw him. Beneath a pile of children's books, she saw the bear. Her breath caught in her throat. She felt a strange, cold numbness spread through her limbs. She knew, with a sudden, chilling certainty, that this was a turning point. Her heart hammered against her ribs, a frantic, desperate rhythm. She moved toward it, and felt as though she were walking through wet cement.

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