The bus rattled along the familiar route, but for Ava, the scenery was a blur. She felt a profound sense of unease. ‘StardustSeeker,’ the person who had understood her better than anyone, was just a few subway stops away. They had discussed favorite coffee shops. One she had often frequented.

She tugged at the hem of her jacket, her breath coming in shallow gasps. She felt a strange compulsion to pull the emergency cord and get off the bus, to run away. The thought of a face-to-face meeting filled her with dread. Yet, curiosity, a dangerous, tempting allure, kept her rooted to the seat.

She gripped her phone tightly, re-reading their last message. There was a time they could have been at the same coffee shop.

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