The classroom was eerily quiet, the late afternoon sun casting long shadows across the empty desks. Michael ran a hand over the smooth, cold surface of the metal container, unearthed during a school project. Inside were items that seemed familiar, but were also… distant. A sense of wrongness gnawed at him. He felt disconnected from everything, like a ghost haunting his own life. The air grew heavy, pressing down on him. He slammed the lid shut, a sharp crack echoing in the silent room.

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