Liam slammed the door to his room, the sound echoing through the empty house. The darkness was a comfort, a blanket to hide beneath. *Mrs. Peterson started following you.* His science teacher. He threw himself onto his bed, staring at the ceiling, feeling an oppressive pressure.

In class, he found himself doodling furiously in his notebook, the intricate patterns a desperate attempt to block out everything. Mrs. Peterson's voice, usually a soothing presence, grated on his nerves. He felt exposed, observed, as she explained the intricacies of photosynthesis. He couldn't wait for the bell to ring, a chance to escape her gaze.

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