The dinner party was in full swing, the laughter and chatter loud in the ornate dining room. Eleanor excused herself, claiming a headache. She retreated to the library, the quiet a welcome relief from the forced conviviality. There, on the bookshelf, she saw it: "Eleanor Ainsworth: A Life in Shadows."

She picked it up, the cover a beautiful lie. The book felt cold in her hands, its weight a physical manifestation of her unease. The words, the interpretations of her life, felt like a betrayal, a trespass.

She sank into a chair, the plush velvet offering little comfort. The world, the people in it, were watching her now. She felt the sudden urge to hide. She closed her eyes, wishing, for a moment, that she could simply disappear.

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