He stared at the email on his phone. The subject line was like a punch to the gut: “Your Essay: A Shining Example.” He felt a cold dread wash over him. His words, his vulnerability, now public. He tossed the phone onto the bed.

He got up, and slowly started to pace. His apartment was dark. He hadn't bothered to turn on the lights. He felt trapped, cornered. The world felt too loud, too bright.

He picked up the phone. He quickly deleted the email and then shut the phone off. Then he threw the phone across the 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