The car keys felt heavy in Amelia's hand. The world seemed to be a dull shade of grey today. Her daughter, Chloe, had prattled on about Mr. Harrison, her new English teacher. Amelia had instantly felt a wave of cold wash over her. Harrison, the teacher who'd relentlessly called her "dreamy" and "unfocused" during class.

She found herself checking her phone constantly, re-reading messages, seeking a distraction from the turmoil inside. She felt a growing impatience with everything, a constant hum of inner disquiet.

She drove Chloe to school in silence, the air thick with unspoken tension. She gripped the steering wheel so tightly her knuckles ached, the only visible manifestation of the chaos within.

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