Rain lashed against the window of Maya's apartment, mirroring the tempest inside her. A notification pinged from her laptop, the insistent chirp slicing through the heavy silence. She ignored it, staring at the grey expanse outside. Then, she saw the little red dot, beckoning. Another friend request. From Jason. Her jaw clenched.

She hated the way her hands felt, always clammy when she was like this. She got up, the fabric of her jeans a heavy drag on her legs. She walked to the window and stared out. The wind howled and the branches of the old oak tree whipped back and forth in the wind. She wanted to scream.

She slumped back on the sofa. She picked up the phone. She had to, didn't she?

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