The news report droned in the background. Sarah ignored the television. It was all a lie. The wrong records, the wrong diagnosis. She picked at the skin around her fingernails, the nervous habit a small release. Her chest felt constricted.

She stood abruptly and walked into the kitchen, grabbing a glass, and filling it with water. She drank it down, the coldness doing nothing to soothe the heat that was building inside her. She felt like she was trapped in a box. Her gaze fell on the medication bottles sitting on the counter. She pushed them away, the action violent and deliberate.

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