The sterile white walls of the clinic felt suffocating. Amelia sat in the hard chair, legs crossed, hands folded tightly in her lap. The office was decorated with framed affirmations, and she wanted to tear them all down. She imagined ripping each one to shreds, as if that could somehow dismantle the feeling that had been eating away at her for weeks.

She’d almost cancelled the appointment. The idea of baring her soul to *him* was a revolting prospect. Yet, here she was, the air thick with the memory of a past he held claim to.

She heard the door open and a polite voice called her name. The blood pulsed in her ears, a frantic drumbeat. She stood, her movements stiff, and followed the receptionist down the hall.

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