The lawyer’s office was a cage of polished wood and hushed tones. David sat rigid, hands clasped. He’d learned his medical records, a record that should reflect his life, had been confused with someone else’s. His own history, a tapestry of personal struggles and triumphs, was now entangled with another person’s.

His stomach felt knotted. The lawyer’s soothing voice grated on his nerves. He wanted to shout, to smash something, to break free from this suffocating situation. He imagined his family, the love that held them together, and the thought that his medical narrative was not his was like a physical blow. He shifted in his seat, his gaze fixed on the portrait on the wall, and felt a profound isolation.

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