He found himself standing at the edge of the property, arms crossed tight. The setting sun cast long shadows, painting the house a somber orange. A knot of unease twisted in his gut, a cold, unwelcome guest. He watched the construction workers milling about, their cheerful chatter grating on his ears.

He remembers the swing set in the backyard, where he spent countless afternoons, pushing higher and higher. Now, only the rusty chains remained, swaying gently in the breeze. He kicked at a loose stone, sending it skittering across the dry earth.

His jaw clenched. He shouldn’t have come. This place, once a sanctuary, now felt like a wound. He turned away, muttering under his breath about forgetting something in the car, and stalked off in the opposite direction.

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