The listing appeared while he was browsing real estate, a random click. His heart lurched, a physical sensation. His childhood home. He scrolled through the images, each a fresh wound. The living room, the kitchen, the garden. All altered, updated, sanitized. It was like seeing a beloved person's face disfigured.

He slammed the laptop shut. The sudden darkness offered only momentary relief. He stood there, unmoving, feeling an almost overwhelming sense of loss. He walked to the window, the setting sun casting long shadows across his apartment. He felt a strange disconnection, a sense of being adrift.

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