The email arrived, a digital intrusion into his carefully constructed quiet. It was from his neighbor, Emily. Subject: Gardening Proposal. He deleted it immediately, a swift click of the mouse the only acknowledgement. But the notification buzzed again, like an insistent mosquito. He sighed, a sound of profound weariness.

The next day, Emily was at his back door. She was waving her hands and talking about fresh herbs and organic tomatoes. He kept his eyes locked on his chipped mug, the coffee growing cold. He just wanted her to stop talking.

He finally conceded, a curt nod. He didn't want the drama.

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