"So, what do you think?" The question, delivered with forced cheerfulness by Mr. Abernathy, hung in the air like a noxious gas. Thomas fixed his gaze on the ground, his boots scuffing at the dry earth. The apple tree, a tangled mass of branches, stood between them, a silent participant in the conversation.

He shoved his hands in his pockets, the gesture tight and defensive. He couldn't quite meet his neighbor's eyes. The man's smile seemed to widen, almost patronizingly. He felt like he was being poked.

The man kept talking. Thomas found the sound of his voice grating. He imagined the vacant space that would replace the tree and felt a sense of profound emptiness. The world felt too loud, too bright.

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