The vibrant colors of the art studio seemed dull, the air thick with unspoken disappointment. Sofia stared at the unfinished canvas, the vibrant hues now looking muddy and lifeless. Her usual creative drive had vanished.

She had spent months preparing her portfolio, hoping to impress the scholarship committee. The denial felt like a personal insult, a judgment on her ability. She felt a profound sense of loss, as if a piece of her had been stolen.

She absentmindedly picked up a paintbrush, her fingers tracing the bristles. The canvas stared back, a white void mocking her ambition. The studio, once a haven, now felt like a prison.

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