Ms. Evans stared at the blank screen of her computer, the cursor blinking like a malevolent eye. She was supposed to be writing lesson plans. She had fallen further and further behind. The more she tried to focus, the more her thoughts seemed to scatter. The walls of her apartment were closing in.

A small package, wrapped in colorful paper, sat on her desk. She’d found it that morning. No name, no return address. A mystery. She picked it up and ripped it open, a gesture of impatient frustration.

Inside, was a small, ceramic owl, its eyes wide and knowing. It was sculpted by one of her students, Daniel. She remembered him. The owl stared back at her. She felt like it was silently asking her to remember.

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