"Look, it's you!" His sister's cheerful voice grated on Anya's ears. She felt her muscles tense as she stared at the screen. The essay, "Finding Strength in Isolation," was a painful reminder of her darkest days, a period she wanted desperately to forget. Now, it was immortalized in digital ink.

She turned away, focusing on the intricate carvings of the wooden table. The room was too bright, the air thick with the scent of something sweet. She needed to be alone. Her sister kept talking.

She found herself getting irritated. She needed to be alone. Anya excused herself, walking away without saying goodbye.

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